From c7d164d5120a51b07c7e5d397d613a83747aa7cf Mon Sep 17 00:00:00 2001 From: Jonathan Beezley Date: Mon, 31 May 2021 12:10:55 -0600 Subject: [PATCH 1/3] Add upload left atrium example --- swcc/swcc/models.py | 21 +- swcc/usage.ipynb | 1283 +++++++++++++++++++++++++++++++++++++------ 2 files changed, 1140 insertions(+), 164 deletions(-) diff --git a/swcc/swcc/models.py b/swcc/swcc/models.py index cc3cd52a..d42ad505 100644 --- a/swcc/swcc/models.py +++ b/swcc/swcc/models.py @@ -2,6 +2,7 @@ from pathlib import Path from typing import Any, Dict, Generic, Iterator, Literal, Optional, Type, TypeVar, Union, get_args +from urllib.parse import unquote from pydantic import ( AnyHttpUrl, @@ -122,6 +123,16 @@ def download(self, path: Union[Path, str]) -> Path: f.write(chunk) return path + @property + def name(self) -> str: + if self.path: + return self.path.name + elif self.url: + if self.url.path is None: + raise Exception('Invalid file url') + return unquote(self.url.path.split('/')[-1]) + raise Exception('Invalid file object') + ModelType = TypeVar('ModelType', bound='ApiModel') @@ -285,8 +296,8 @@ def add_groomed_segmentation( self, file: Path, segmentation: Segmentation, - pre_cropping: Optional[Path], - pre_alignment: Optional[Path], + pre_cropping: Optional[Path] = None, + pre_alignment: Optional[Path] = None, ) -> GroomedSegmentation: return GroomedSegmentation( file=file, @@ -294,7 +305,7 @@ def add_groomed_segmentation( project=self, pre_cropping=pre_cropping, pre_alignment=pre_alignment, - ) + ).create() @property def shape_models(self) -> Iterator[OptimizedShapeModel]: @@ -312,8 +323,8 @@ class GroomedSegmentation(ApiModel): _endpoint = 'groomed-segmentations' file: FileType[Literal['core.GroomedSegmentation.file']] - pre_cropping: Optional[FileType[Literal['core.GroomedSegmentation.pre_cropping']]] - pre_alignment: Optional[FileType[Literal['core.GroomedSegmentation.pre_alignment']]] + pre_cropping: Optional[FileType[Literal['core.GroomedSegmentation.pre_cropping']]] = None + pre_alignment: Optional[FileType[Literal['core.GroomedSegmentation.pre_alignment']]] = None segmentation: Segmentation project: Project diff --git a/swcc/usage.ipynb b/swcc/usage.ipynb index e13bf253..1f0983be 100644 --- a/swcc/usage.ipynb +++ b/swcc/usage.ipynb @@ -7,7 +7,7 @@ "metadata": {}, "outputs": [], "source": [ - "!pip install swcc" + "!pip install swcc tqdm" ] }, { @@ -18,8 +18,10 @@ "outputs": [], "source": [ "from pathlib import Path\n", + "import re\n", "\n", "import getpass\n", + "from tqdm.notebook import tqdm\n", "\n", "from swcc.api import swcc_session\n", "from swcc.models import (\n", @@ -31,106 +33,10 @@ { "cell_type": "code", "execution_count": 2, - "id": "3a7a220d", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[01;34mdata/dataset_1\u001b[00m\r\n", - "├── project_1.csv\r\n", - "├── subject_1_groomed_segmentation_1.nrrd\r\n", - "├── subject_1_groomed_segmentation_2.nrrd\r\n", - "├── subject_1_groomed_segmentation_3.nrrd\r\n", - "├── subject_1_groomed_segmentation_4.nrrd\r\n", - "├── subject_1_groomed_segmentation_5.nrrd\r\n", - "├── subject_1_particles_local_1.txt\r\n", - "├── subject_1_particles_local_2.txt\r\n", - "├── subject_1_particles_local_3.txt\r\n", - "├── subject_1_particles_local_4.txt\r\n", - "├── subject_1_particles_local_5.txt\r\n", - "├── subject_1_particles_transform_1.txt\r\n", - "├── subject_1_particles_transform_2.txt\r\n", - "├── subject_1_particles_transform_3.txt\r\n", - "├── subject_1_particles_transform_4.txt\r\n", - "├── subject_1_particles_transform_5.txt\r\n", - "├── subject_1_particles_world_1.txt\r\n", - "├── subject_1_particles_world_2.txt\r\n", - "├── subject_1_particles_world_3.txt\r\n", - "├── subject_1_particles_world_4.txt\r\n", - "├── subject_1_particles_world_5.txt\r\n", - "├── subject_1_pre_alignment_1.txt\r\n", - "├── subject_1_pre_alignment_2.txt\r\n", - "├── subject_1_pre_alignment_3.txt\r\n", - "├── subject_1_pre_alignment_4.txt\r\n", - "├── subject_1_pre_alignment_5.txt\r\n", - "├── subject_1_pre_cropping_1.txt\r\n", - "├── subject_1_pre_cropping_2.txt\r\n", - "├── subject_1_pre_cropping_3.txt\r\n", - "├── subject_1_pre_cropping_4.txt\r\n", - "├── subject_1_pre_cropping_5.txt\r\n", - "├── subject_1_raw_segmentation_1.nrrd\r\n", - "├── subject_1_raw_segmentation_2.nrrd\r\n", - "├── subject_1_raw_segmentation_3.nrrd\r\n", - "├── subject_1_raw_segmentation_4.nrrd\r\n", - "├── subject_1_raw_segmentation_5.nrrd\r\n", - "├── subject_2_groomed_segmentation_1.nrrd\r\n", - "├── subject_2_groomed_segmentation_2.nrrd\r\n", - "├── subject_2_groomed_segmentation_3.nrrd\r\n", - "├── subject_2_groomed_segmentation_4.nrrd\r\n", - "├── subject_2_groomed_segmentation_5.nrrd\r\n", - "├── subject_2_particles_local_1.txt\r\n", - "├── subject_2_particles_local_2.txt\r\n", - "├── subject_2_particles_local_3.txt\r\n", - "├── subject_2_particles_local_4.txt\r\n", - "├── subject_2_particles_local_5.txt\r\n", - "├── subject_2_particles_transform_1.txt\r\n", - "├── subject_2_particles_transform_2.txt\r\n", - "├── subject_2_particles_transform_3.txt\r\n", - "├── subject_2_particles_transform_4.txt\r\n", - "├── subject_2_particles_transform_5.txt\r\n", - "├── subject_2_particles_world_1.txt\r\n", - "├── subject_2_particles_world_2.txt\r\n", - "├── subject_2_particles_world_3.txt\r\n", - "├── subject_2_particles_world_4.txt\r\n", - "├── subject_2_particles_world_5.txt\r\n", - "├── subject_2_pre_alignment_1.txt\r\n", - "├── subject_2_pre_alignment_2.txt\r\n", - "├── subject_2_pre_alignment_3.txt\r\n", - "├── subject_2_pre_alignment_4.txt\r\n", - "├── subject_2_pre_alignment_5.txt\r\n", - "├── subject_2_pre_cropping_1.txt\r\n", - "├── subject_2_pre_cropping_2.txt\r\n", - "├── subject_2_pre_cropping_3.txt\r\n", - "├── subject_2_pre_cropping_4.txt\r\n", - "├── subject_2_pre_cropping_5.txt\r\n", - "├── subject_2_raw_segmentation_1.nrrd\r\n", - "├── subject_2_raw_segmentation_2.nrrd\r\n", - "├── subject_2_raw_segmentation_3.nrrd\r\n", - "├── subject_2_raw_segmentation_4.nrrd\r\n", - "└── subject_2_raw_segmentation_5.nrrd\r\n", - "\r\n", - "0 directories, 71 files\r\n" - ] - } - ], - "source": [ - "# generate some fake data files to upload\n", - "! rm -fr data; mkdir -p data/dataset_1 data/downloads\n", - "! touch data/dataset_1/subject_{1,2}_{raw,groomed}_segmentation_{1,2,3,4,5}.nrrd\n", - "! touch data/dataset_1/subject_{1,2}_{pre_alignment,pre_cropping}_{1,2,3,4,5}.txt\n", - "! touch data/dataset_1/project_1.csv\n", - "! touch data/dataset_1/subject_{1,2}_particles_{local,world,transform}_{1,2,3,4,5}.txt\n", - "! for f in data/dataset_1/* ; do echo 'content' > $f ; done\n", - "! tree data/dataset_1" - ] - }, - { - "cell_type": "code", - "execution_count": 3, "id": "fa5aa4f6", - "metadata": {}, + "metadata": { + "scrolled": true + }, "outputs": [ { "name": "stdout", @@ -138,13 +44,12 @@ "text": [ "username········\n", "password········\n", - "[(6, 'test1'), (7, 'test2')]\n" + "[]\n" ] } ], "source": [ "# Ordinarily, you will want to use the api as a context manager, like this:\n", - "\n", "with swcc_session() as session:\n", " token = session.login(getpass.getpass('username'), getpass.getpass('password'))\n", " \n", @@ -153,7 +58,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "2eb23385", "metadata": {}, "outputs": [ @@ -161,13 +66,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "[(6, 'test1'), (7, 'test2')]\n" + "[]\n" ] } ], "source": [ "# For development, it is possible to generate a session outside of a context manager.\n", - "ctx = swcc_session(base_url, token=token)\n", + "ctx = swcc_session(token=token)\n", "session = ctx.__enter__()\n", "\n", "print([(d.id, d.name) for d in Dataset.list()])" @@ -175,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "7dabf856", "metadata": {}, "outputs": [ @@ -185,7 +90,7 @@ "Dataset(id=None, name='test dataset', license='license', description='just a test', acknowledgement='NIH', keywords='', contributors='', publications='')" ] }, - "execution_count": 5, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -200,17 +105,17 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "813b4a6e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Dataset(id=26, name='test dataset', license='license', description='just a test', acknowledgement='NIH', keywords='', contributors='', publications='')" + "Dataset(id=12, name='test dataset', license='license', description='just a test', acknowledgement='NIH', keywords='', contributors='', publications='')" ] }, - "execution_count": 6, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -225,17 +130,17 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "d00e1a99", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Dataset(id=26, name='test dataset', license='license', description='just a test', acknowledgement='NIH', keywords='', contributors='', publications='')" + "Dataset(id=12, name='test dataset', license='license', description='just a test', acknowledgement='NIH', keywords='', contributors='', publications='')" ] }, - "execution_count": 7, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -248,7 +153,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "912a616d", "metadata": {}, "outputs": [ @@ -256,9 +161,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "id=6 name='test1' license='license' description='sdfs' acknowledgement='sfsdf' keywords='' contributors='' publications=''\n", - "id=7 name='test2' license='license' description='sdfs' acknowledgement='sfsdf' keywords='' contributors='' publications=''\n", - "id=26 name='test dataset' license='license' description='just a test' acknowledgement='NIH' keywords='' contributors='' publications=''\n" + "id=12 name='test dataset' license='license' description='just a test' acknowledgement='NIH' keywords='' contributors='' publications=''\n" ] } ], @@ -270,7 +173,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "f4a61aa4", "metadata": {}, "outputs": [ @@ -287,16 +190,16 @@ }, { "ename": "HTTPError", - "evalue": "404 Client Error: Not Found for url: http://localhost:8000/api/v1/datasets/26/", + "evalue": "404 Client Error: Not Found for url: https://app.shapeworks-cloud.org/api/v1/datasets/12/", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mHTTPError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m 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\u001b[0mraise_for_status\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 156\u001b[0m \u001b[0mjson\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjson\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 157\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mcls\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__fields__\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m~/afi/shapeworks-cloud/swcc/swcc/utils.py\u001b[0m in \u001b[0;36mraise_for_status\u001b[0;34m(response)\u001b[0m\n\u001b[1;32m 18\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mraise_for_status\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mrequests\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mResponse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 19\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 20\u001b[0;31m \u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mraise_for_status\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 21\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mrequests\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mHTTPError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 22\u001b[0m \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m~/afi/env/lib/python3.8/site-packages/requests/models.py\u001b[0m in \u001b[0;36mraise_for_status\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 938\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 939\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mhttp_error_msg\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 940\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mHTTPError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhttp_error_msg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 941\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 942\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mclose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mHTTPError\u001b[0m: 404 Client Error: Not Found for url: http://localhost:8000/api/v1/datasets/26/" + "\u001b[0;31mHTTPError\u001b[0m: 404 Client Error: Not Found for url: https://app.shapeworks-cloud.org/api/v1/datasets/12/" ] } ], @@ -308,49 +211,1113 @@ "Dataset.from_id(dataset_id)" ] }, + { + "cell_type": "code", + "execution_count": 9, + "id": "3a7a220d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[01;34mdata/left_atrium-v0\u001b[00m\r\n", + "├── \u001b[01;34mgroomed\u001b[00m\r\n", + "│   ├── \u001b[01;34mdistance_transforms\u001b[00m\r\n", + "│   │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   │   └── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT.nrrd\r\n", + "│   └── \u001b[01;34mimages\u001b[00m\r\n", + "│   ├── CARMA0046.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0072.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0154.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0254.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0271.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0291.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0301.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0315.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0369.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0415.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0440.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0468.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0485.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0596.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0606.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0643.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0796.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0886.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0937.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0969.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0975.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0985.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA0996.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1061.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1063.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1068.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1074.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1077.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1083.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1092.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1122.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1133.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1142.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1160.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1189.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1208.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1239.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1296.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1305.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1309.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1311.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1323.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1326.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1331.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1364.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1387.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1398.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1399.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   ├── CARMA1401.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "│   └── CARMA1404.lgemri.isores.center.pad.com.aligned.cropped.nrrd\r\n", + "├── \u001b[01;34mimages\u001b[00m\r\n", + "│   ├── CARMA0046.lgemri.nrrd\r\n", + "│   ├── CARMA0072.lgemri.nrrd\r\n", + "│   ├── CARMA0154.lgemri.nrrd\r\n", + "│   ├── CARMA0254.lgemri.nrrd\r\n", + "│   ├── CARMA0271.lgemri.nrrd\r\n", + "│   ├── CARMA0291.lgemri.nrrd\r\n", + "│   ├── CARMA0301.lgemri.nrrd\r\n", + "│   ├── CARMA0315.lgemri.nrrd\r\n", + "│   ├── CARMA0369.lgemri.nrrd\r\n", + "│   ├── CARMA0415.lgemri.nrrd\r\n", + "│   ├── CARMA0440.lgemri.nrrd\r\n", + "│   ├── CARMA0468.lgemri.nrrd\r\n", + "│   ├── CARMA0485.lgemri.nrrd\r\n", + "│   ├── CARMA0596.lgemri.nrrd\r\n", + "│   ├── CARMA0606.lgemri.nrrd\r\n", + "│   ├── CARMA0643.lgemri.nrrd\r\n", + "│   ├── CARMA0796.lgemri.nrrd\r\n", + "│   ├── CARMA0886.lgemri.nrrd\r\n", + "│   ├── CARMA0937.lgemri.nrrd\r\n", + "│   ├── CARMA0969.lgemri.nrrd\r\n", + "│   ├── CARMA0975.lgemri.nrrd\r\n", + "│   ├── CARMA0985.lgemri.nrrd\r\n", + "│   ├── CARMA0996.lgemri.nrrd\r\n", + "│   ├── CARMA1061.lgemri.nrrd\r\n", + "│   ├── CARMA1063.lgemri.nrrd\r\n", + "│   ├── CARMA1068.lgemri.nrrd\r\n", + "│   ├── CARMA1074.lgemri.nrrd\r\n", + "│   ├── CARMA1077.lgemri.nrrd\r\n", + "│   ├── CARMA1083.lgemri.nrrd\r\n", + "│   ├── CARMA1092.lgemri.nrrd\r\n", + "│   ├── CARMA1122.lgemri.nrrd\r\n", + "│   ├── CARMA1133.lgemri.nrrd\r\n", + "│   ├── CARMA1142.lgemri.nrrd\r\n", + "│   ├── CARMA1160.lgemri.nrrd\r\n", + "│   ├── CARMA1189.lgemri.nrrd\r\n", + "│   ├── CARMA1208.lgemri.nrrd\r\n", + "│   ├── CARMA1239.lgemri.nrrd\r\n", + "│   ├── CARMA1296.lgemri.nrrd\r\n", + "│   ├── CARMA1305.lgemri.nrrd\r\n", + "│   ├── CARMA1309.lgemri.nrrd\r\n", + "│   ├── CARMA1311.lgemri.nrrd\r\n", + "│   ├── CARMA1323.lgemri.nrrd\r\n", + "│   ├── CARMA1326.lgemri.nrrd\r\n", + "│   ├── CARMA1331.lgemri.nrrd\r\n", + "│   ├── CARMA1364.lgemri.nrrd\r\n", + "│   ├── CARMA1387.lgemri.nrrd\r\n", + "│   ├── CARMA1398.lgemri.nrrd\r\n", + "│   ├── CARMA1399.lgemri.nrrd\r\n", + "│   ├── CARMA1401.lgemri.nrrd\r\n", + "│   └── CARMA1404.lgemri.nrrd\r\n", + "├── License.txt\r\n", + "├── project.txt\r\n", + "├── \u001b[01;34msegmentations\u001b[00m\r\n", + "│   ├── CARMA0046.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0072.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0154.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0254.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0271.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0291.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0301.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0315.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0369.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0415.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0440.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0468.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0485.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0596.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0606.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0643.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0796.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0886.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0937.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0969.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0975.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0985.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA0996.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1061.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1063.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1068.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1074.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1077.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1083.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1092.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1122.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1133.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1142.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1160.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1189.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1208.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1239.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1296.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1305.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1309.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1311.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1323.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1326.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1331.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1364.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1387.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1398.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1399.laendo_no_veins.nrrd\r\n", + "│   ├── CARMA1401.laendo_no_veins.nrrd\r\n", + "│   └── CARMA1404.laendo_no_veins.nrrd\r\n", + "└── \u001b[01;34mshape_models\u001b[00m\r\n", + " ├── \u001b[01;34mmulti-scale\u001b[00m\r\n", + " │   ├── \u001b[01;34m128\u001b[00m\r\n", + " │   │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   └── transform\r\n", + " │   ├── \u001b[01;34m256\u001b[00m\r\n", + " │   │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   └── transform\r\n", + " │   ├── \u001b[01;34m512\u001b[00m\r\n", + " │   │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   │   └── transform\r\n", + " │   ├── analyze_512.xml\r\n", + " │   ├── correspondence_128.xml\r\n", + " │   ├── correspondence_256.xml\r\n", + " │   └── correspondence_512.xml\r\n", + " └── \u001b[01;34msingle_scale\u001b[00m\r\n", + " ├── \u001b[01;34m512\u001b[00m\r\n", + " │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0046.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0072.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0154.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0254.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0271.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0291.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0301.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0315.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0369.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0415.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0440.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0468.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0485.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0596.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0606.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0643.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0796.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0886.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0937.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0969.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0975.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0985.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA0996.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1061.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1063.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1068.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1074.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1077.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1083.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1092.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1122.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1133.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1142.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1160.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1189.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1208.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1239.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1296.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1305.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1309.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1311.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1323.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1326.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1331.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1364.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1387.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1398.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1399.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1401.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1404.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1421.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1432.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1460.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1462.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1467.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1500.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1504.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_local.particles\r\n", + " │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_world.particles\r\n", + " │   ├── CARMA1522.laendo_no_veins.isores.center.pad.com.aligned.cropped.tpSmoothDT_wptsFeatures.particles\r\n", + " │   └── transform\r\n", + " ├── analyze_512.xml\r\n", + " └── correspondence_512.xml\r\n", + "\r\n", + "12 directories, 908 files\r\n" + ] + } + ], + "source": [ + "# extract the left_atrium dataset into data\n", + "! tree data/left_atrium-v0" + ] + }, { "cell_type": "code", "execution_count": 10, - "id": "750b38aa", + "id": "95b612de", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a185048a4a1c4ee58b619e640c31faff", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "uploading segmentations: 0%| | 0/50 [00:00 Date: Mon, 7 Jun 2021 08:07:21 -0600 Subject: [PATCH 2/3] Don't use authenticated session for file download --- swcc/swcc/models.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/swcc/swcc/models.py b/swcc/swcc/models.py index d42ad505..e8c65ae3 100644 --- a/swcc/swcc/models.py +++ b/swcc/swcc/models.py @@ -99,8 +99,6 @@ def upload(self): return self.field_value def download(self, path: Union[Path, str]) -> Path: - session = current_session() - if self.url is None: raise Exception('Cannot download a local file') @@ -115,7 +113,7 @@ def download(self, path: Union[Path, str]) -> Path: path.mkdir(parents=True, exist_ok=True) path = path / self.url.path.split('/')[-1] - r = session.get(self.url, stream=True) + r = requests.get(self.url, stream=True) raise_for_status(r) with path.open('wb') as f: From 76d7a1cdd06c0005598b7fed03be9245221d5f89 Mon Sep 17 00:00:00 2001 From: Jonathan Beezley Date: Mon, 7 Jun 2021 08:07:36 -0600 Subject: [PATCH 3/3] Add retries to swcc sessions --- swcc/swcc/api.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/swcc/swcc/api.py b/swcc/swcc/api.py index 40c458cc..1aa84a88 100644 --- a/swcc/swcc/api.py +++ b/swcc/swcc/api.py @@ -6,6 +6,7 @@ import requests from requests_toolbelt.sessions import BaseUrlSession from s3_file_field_client import S3FileFieldClient +from urllib3.util.retry import Retry from . import __version__ @@ -41,6 +42,10 @@ def __init__( base_url = f'{base_url.rstrip("/")}/' # tolerate input with or without trailing slash super().__init__(base_url=base_url, **kwargs) + retry = Retry() + adapter = requests.adapters.HTTPAdapter(max_retries=retry) + self.mount(base_url, adapter) + self.headers.update( { 'User-agent': f'swcc/{__version__}',