benjaminzhouyj Goto Github PK

albumentations

fast image augmentation library and easy to use wrapper around other libraries

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

basnet

Code for CVPR 2019 paper. BASNet: Boundary-Aware Salient Object Detection

cs231n

cs231n assignments

deep-learning-for-medical-applications

Deep Learning Papers on Medical Image Analysis

ghm_detection

The implementation of “Gradient Harmonized Single-stage Detector” published on AAAI 2019.

image_segmentation

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

instance-segmentation-pytorch

Semantic Instance Segmentation with a Discriminative Loss Function in PyTorch

isic2018

Lesion attributes segmentation for melanoma detection with multi-task U-Net

kaggle_carvana_segmentation

Code for a 1st place model in Carvana Image Masking Challenge

keras

Deep Learning for humans

kiu-net-pytorch

Official Pytorch Code of KiU-Net for Image Segmentation - MICCAI 2020

labelme

Image Polygonal Annotation with Python (polygon, rectangle, line, point and image-level flag annotation).

light-weight-refinenet

Light-Weight RefineNet for Real-Time Semantic Segmentation

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mmcv

Open MMLab Computer Vision Foundation

mmdetection

Open MMLab Detection Toolbox

mnet_deepcdr

Code for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"

models

Models and examples built with TensorFlow

mtmr-net

Code for 《Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis》

multi-task-deep-network

Usage of Multi-task deep learning network for semantic segmentation in medical images

nested-unet

pulmonary-nodules-maskrcnn

Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛：Mask R-CNN肺部结节智能检测（Segmentation + Classification）

pyramid-attention-networks-pytorch

Implementation of Pyramid Attention Networks for Semantic Segmentation.

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

pytorch-grad-cam

PyTorch implementation of Grad-CAM

pytorch-nested-unet

PyTorch implementation of UNet++ (Nested U-Net).

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

robot-surgery-segmentation

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

semantic-aware-attention-based-deep-object-co-segmentation

Semantic Aware Attention Based Deep Object Co-segmentation