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awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

bisenet

BiSeNet based on pytorch

cocostuff

The official homepage of the COCO-Stuff dataset.

deeperlab-pytorch

Segmentation realize Deeperlab only segmentation part

deeplab-pytorch

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

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dfanet

reimpliment of DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation

espnet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

extension-cpp

C++ extensions in PyTorch

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fastfcn

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.

gputil

A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

imagesegmentation

Perform image segmentation and background removal in javascript using superpixes

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mmdetection

Open MMLab Detection Toolbox with PyTorch

mobilenetv2.pytorch

72.2% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

mobilenetv3

mobilenetv3 with pytorch，provide pre-train model

placeschallenge

The Toolkit for Places Challenge 2017

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

pytorch-segmentation-toolbox

PyTorch Implementations for DeeplabV3 and PSPNet

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

segmentation-torch

semantic-segmentation-pytorch

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

semanticsegmentationusingfpn_panopticfeaturepyramidnetworks

torchcv

A PyTorch-Based Framework for Deep Learning in Computer Vision

torchseg

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

torchstat

Model analyzer in PyTorch