Semi-supervised Medical Image Segmentation through Dual-task Consistency

[TMI'20, AAAI'19] Synergistic Image and Feature Adaptation

Implementation of "Gated Context Aggregation Network for Image Dehazing and Deraining"

A PyTorch Implementation of Single Shot Scale-invariant Face Detector.

Tensorflow implementation of "Learning Deconvolution Network for Semantic Segmentation"

SegAN: Semantic Segmentation with Adversarial Learning

Autofocus Layer for Semantic Segmentation

Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images

Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.

dlADMM: Deep Learning Optimization via Alternating Direction Method of Multipliers

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

tensorflow example of visualizing features from a convnet

There is the semi-supervised implement of 'Improved Techniques for Training GANs '

AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation

I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs

(ECCV 2020) Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation

制作自己的VOC2007数据集用于faster-rcnn目标检测模型训练

Implementation of NvNet

[TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model

3D Liver Segmentation with GAN

Using Residual Generative Adversarial Networks and Variational Auto-encoder techniques to produce high resolution images.

code for paper Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation

3d unet + vae, repoduce brats2018 winner solution

[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation

NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

PyTorch implementation of OrganSegRSTN - CVPR 2018

this simple tutorial will introduce how to use im2rec for mx.image.ImageIter , ImageDetIter and how to use im2rec for COCO DataSet