tsrobcvai

USSS_ICCV19

Code for Universal Semi-Supervised Semantic Segmentation models paper accepted in ICCV 2019

ClassMix

DST-CBC

Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

mean-teacher

A state-of-the-art semi-supervised method for image recognition

semisup-semseg

cutmix-semisup-seg

Semi-supervised semantic segmentation needs strong, varied perturbations

PixelSSL

A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]

DeepSegmentor

A Pytorch implementation of DeepCrack and RoadNet projects.

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

segment-correction-net

Paper ibrahim et al, cvpr 2020 - Semi-Supervised Semantic Image Segmentation With Self-Correcting Networks

CCT

:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

vision

Datasets, Transforms and Models specific to Computer Vision

DL_Stress_TAA

semantic-segmentation-pytorch

Pytorch implementation of FCN, UNet, PSPNet, and various encoder models.

FCN

PyTorch Implementation of Fully Convolutional Networks, for VGG and ResNet backbones.

FCN_for_crack_recognition

An application FCN for crack recogntion using tensorflow

ssgan

Semi Supervised Semantic Segmentation Using Generative Adversarial Network ; Pytorch

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

Semi-Supervised-Segmentation-Pytorch

A repository for semi supervised image segmentation using Mean Teacher

UA-MT

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

DTC

Semi-supervised Medical Image Segmentation through Dual-task Consistency

AdvSemiSeg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.