geekswaroop

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

pytorch-template

PyTorch deep learning projects made easy.

ResNeSt

ResNeSt: Split-Attention Networks

pytorch-3dunet

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

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

neuroglancer

WebGL-based viewer for volumetric data

Self-Correction-Human-Parsing

An out-of-box human parsing representation extractor.

swa

Stochastic Weight Averaging in PyTorch

ML-paper-notes

:notebook: Notes and summaries of various ML, Computer Vision & NLP papers.

SEAM

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)

CCT

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

SegWithDistMap

How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study

ilastik

ilastik-shell, applets, and workflows to string them together.

kaggle_salt_bes_phalanx

Winning solution for the Kaggle TGS Salt Identification Challenge.

PyTorch-Deep-Learning-Template

A Pytorch Computer Vision template to quick start your next project! 🚀🚀

Loss_ToolBox-PyTorch

PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss

euclidean-distance-transform-3d

Euclidean distance & signed distance transform for multi-label 3D anisotropic images using marching parabolas.

Super-BPD

Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation (CVPR 2020)

fastswa-semi-sup

Improving Consistency-Based Semi-Supervised Learning with Weight Averaging

cutmix-semisup-seg

Semi-supervised semantic segmentation needs strong, varied perturbations

wss

A simple consistency training framework for semi-supervised image semantic segmentation

temporal-ensembling

PyTorch implementation of Temporal Ensembling for Semi-Supervised Learning

USSS_ICCV19

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

ShapeProp

Learning Saliency Propagation for Semi-supervised Instance Segmentation

ICNR

Convolution NN resize initialization for subpixel convolutions

OS-Simulator

Operating System Simulator built using JS, HTML and CSS

EM-pipeline-mito

Pytorch Connectomics

uPower-ISA

uPower ISA Assembler and Simulator built using Python

Awesome-Connectomics

A curated list of resources, papers and articles for 3D volumetric segmentation of connectomics in EM Images.

Human-Parsing-Extractor