samra-irshad

3d-boundary-constrained-networks

Boundary-constrained models for 3D abdominal multi-organ segmentation (Pytorch implementation)

acosp

Semantic Segmentation in Pytorch

AdvDrop

Code for "Adversarial attack by dropping information." (ICCV 2021)

AI-Challenger-Retinal-Edema-Segmentation

DeepSeg : 4th place(top3%) solution for Retinal Edema Segmentation Challenge in 2018 AI challenger

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

calibration-framework

Python Framework to calibrate confidence estimates of classifiers like Neural Networks

CAP-Context-Aware-Pruning-for-Semantic-Segmentation

DAR

Code for Learning from Ambiguous Labels for Lung Nodule Malignancy Prediction [TMI 2022]

ddn

Deep Declarative Networks

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplab-pytorch

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

DeepLabV3Plus-Pytorch

DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes

deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans

DeepPATH

Classification of Lung cancer slide images using deep-learning

deepslide

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

hidden-stratification

Combating hidden stratification with GEORGE

KiU-Net-pytorch

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

mmdetection

OpenMMLab Detection Toolbox and Benchmark

MRNet

Code for CVPR 2021 paper. "Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling".

MSLS

nltk

NLTK Source

PHiSeg-code

Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-beginner

pytorch tutorial for beginners

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

sam.github.io

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

shrinkbench

PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.

thyroid-us

Evaluation of Thyroid Nodules Seen on Ultrasound Using Multi-task Deep Convolutional Neural Network (CNN)