From 928ba7c82c64ce99c207ffba679f3692b43793ee Mon Sep 17 00:00:00 2001 From: CL Date: Tue, 20 Aug 2024 18:44:55 -0700 Subject: [PATCH] Updated README --- README.md | 37 ++++++++++++++++++++++++++++--------- assets/usage-example.png | Bin 0 -> 810239 bytes main.cpp | 2 +- 3 files changed, 29 insertions(+), 10 deletions(-) create mode 100644 assets/usage-example.png diff --git a/README.md b/README.md index fb9a871..288cf2b 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@
-Depth Anything TensorRT +Depth Anything TensorRT CLI =========================== [![python](https://img.shields.io/badge/python-3.10.12-green)](https://www.python.org/downloads/release/python-31012/) @@ -24,6 +24,7 @@ Depth estimation is the task of measuring the distance of each pixel relative to ## News +* **2024-08-20:** Added CLI (xa1on) * **2024-06-20:** Added support for TensorRT 10. * **2024-06-17:** [Depth Anything V2](https://github.com/DepthAnything/Depth-Anything-V2) has been integrated. * **2024-01-23:** The Depth Anything [TensorRT](https://github.com/spacewalk01/depth-anything-tensorrt) version has been created. @@ -45,25 +46,43 @@ The inference time includes the pre-preprocessing and post-processing stages: #### C++ -- **Usage 1**: Create an engine from an onnx model and save it: +- **Step 1**: Create an engine from an onnx model and save it: ``` shell -depth-anything-tensorrt.exe +depth-anything-tensorrt.exe -model ``` -- **Usage 2**: Deserialize an engine. Once you've built your engine, the next time you run it, simply use your engine file: +- **Step 2**: Deserialize an engine. Once you've built your engine, the next time you run it, simply use your engine file: ``` shell -depth-anything-tensorrt.exe +depth-anything-tensorrt.exe -model -input +``` +- Alternatively, you can skip immediately to running the model with just an onnx file, however, it will still generate a engine file. +``` shell +depth-anything-tensorrt.exe -model -input ``` Example: ``` shell # infer image -depth-anything-tensorrt.exe depth_anything_vitb14.engine test.jpg -# infer folder(images) -depth-anything-tensorrt.exe depth_anything_vitb14.engine data +depth-anything-tensorrt.exe -model depth_anything_vitb14.engine -input test.jpg +# infer folder(images/videos) +depth-anything-tensorrt.exe -model depth_anything_vitb14.engine -input data # folder containing videos/images # infer video -depth-anything-tensorrt.exe depth_anything_vitb14.engine test.mp4 # the video path +depth-anything-tensorrt.exe -model depth_anything_vitb14.engine -input test.mp4 # the video path +# specify output location +depth-anything-tensorrt.exe -model depth_anything_vitb14.engine -input test.mp4 -output result # rendered depth maps will go into the "results" directory +# display progress in one line rather than multiple +depth-anything-tensorrt.exe -model depth_anything_vitb14.engine -input test.mp4 -one-line +# modify prefix of generated files (default: "depth_") +depth-anything-tensorrt.exe -model depth_anything_vitb14.engine -input test.mp4 -prefix "depthify_" # rendered depth map will have the name "depthify_test.mp4" +# show preview including before and after (may slow down performance) +depth-anything-tensorrt.exe -preview -model depth_anything_vitb14.engine -input test.mp4 +# modify fps of footage (does not interpolate, will speed up or slow down footage if original video file has a different fps value) +depth-anything-tensorrt.exe -model depth_anything_vitb14.engine -input test.mp4 -fps 60 ``` +

+ +

+ #### Python ``` diff --git a/assets/usage-example.png b/assets/usage-example.png new file mode 100644 index 0000000000000000000000000000000000000000..5d7b398dc5a0bece829aa6ba1c5ef61593416b76 GIT binary patch literal 810239 zcmYJ4Ra6|&wyq(#L(t&v?(P=c-Q608-~tPh7@^ygzQx9vX6zP<7M9 z#~%w=TM1uZ1&kMP6)6@g9_4@adNaUXk^SXrowlj7x0d9 z6q1w{IO%dW)0mqWWZXHm8f|q*>AVwzXH4`&J>$PZVB?vFf5<0V|3=0wmAmVxzV1|a zJ_kd=x3=ZCOd1{&7Q3AZ+KTXdH@;s+7i72BAsQ*8T}oY=rNYO%V?OmJ2B_>uh|h`c z*CMwbooqD#l#F*bS*B@^R>}FkfX{bELAKm=QCG%(E>iyQ1?sf^P!rbk^Nksn-?tfonGivhDHYp<|&nF z=YMe=YG+=CRnbk=fK~{70N};}&k%C&CcHCE9#9Jy?&ts%i;locEb3HlrCFB4({xHN zdjIGso9=PIo!YS?ku#5Oub-`-27N*+)8J?KV2GZSkGT)^s(vKV@IuT2Nm>aLT-SW3 zHLKv!w-toX^=%O_ri-#l9#=DJlT^L8+FhZ44acoM5>xLC+CqNt?=nZ~q&Ivf6r8+V}@@uPe}#`h%9 zz*UnP^l(4L>Ci0v`!KL;o9vczS4$TOS=m1LjlmiNoSrP+YR1Yg#WBVn7dyXwg}FV05G)Gn{%9xo}FFNp!Rf)|XO7BqC|KO1;P z_DHsHW-n%PN?lCCq7WUKS{+8jmQMP;FCWFHq8b~m2-u{H1>6H*Qne(xzP8uO9z!8w zF<2z*f&BJyHR~EGzknTNXRFlDm);3}QXXS1xb0w=IOG5x$Xx2<6Av7o&tq&VikEeU 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