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1. blindness_detection_ordinal_cnn blindness_detection_ordinal_cnn Public

   The Ordinal regression based CNN proposed by Zhenxing Niu et. al, 2016 is implemented and used for the APTOS blindness detection Kaggle challenge (https://www.kaggle.com/c/aptos2019-blindness-detec…

   Jupyter Notebook 1

2. dvc_mlflow dvc_mlflow Public

   This image recognition project uses industry best practices in machine learning in terms of DVC and MLflow for data versioning, parameter, metric , artifacts and model logging.

   Python 1 3

3. key_word_spotting_from_audio key_word_spotting_from_audio Public

   Key word spotting algorithms have been commonly used in industry ranging from voice assistants like apple'ss siri, amazon's alexa to self driving cars. In this repository, we build a key word spott…

   Jupyter Notebook

4. multi_modal_3d_unet multi_modal_3d_unet Public

   MRI's have been one of the go-to methods for diagnosis of brain tumors by radiologists. In this repository, we implement a multi-modal (T2 FLAIR, T1w, T1Gd and T2w) 3D semantic segmentation model (…

   Jupyter Notebook 2 1

5. pathology_maskrcnn pathology_maskrcnn Public

   The Detectron 2 MaskRCNN implementation for the PanNuke Dataset (https://jgamper.github.io/PanNukeDataset/).

   Jupyter Notebook 12 1

6. yolov5_surgery_action_detection yolov5_surgery_action_detection Public

   YOLO has been the go to model for object detection due to its high precision and real time abilities. In this repository, we implement the latest YOLOv5 for surgery action detection in medical images.

   Jupyter Notebook 5 1