osmr

pycls

Codebase for Image Classification Research, written in PyTorch.

Efficient-Segmentation-Networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

DIANet

The official implementation of paper "DIANet:Dense-and-Implicit-Attention-Network".

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

ESPNetv2

A light-weight, power efficient, and general purpose convolutional neural network

MSDNet-GCN

ICLR 2018 reproducibility challenge - Multi-Scale Dense Convolutional Networks for Efficient Prediction

MSDNet

Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）

FishNet

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

IBN-Net

Instance-Batch Normalization Networks (ECCV2018)

awesome-deeplearning

Because Deep Learning is awesome.

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

awesome-pytorch

Awesome PyTorch

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

SqueezeNext

AirNet-PyTorch

Implementation of the paper ''Attention Inspiring Receptive-fields Network''

Awesome-MXNet

A curated list of MXNet examples, tutorials and blogs.

Awesome-pytorch-list

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

awesome-chainer

darts

Differentiable architecture search for convolutional and recurrent networks

CondenseNet

CondenseNet: Light weighted CNN for mobile devices

PyramidNet-PyTorch

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

diracnets

Training Very Deep Neural Networks Without Skip-Connections

functional-zoo

PyTorch and Tensorflow functional model definitions

drn

Dilated Residual Networks

pytorch2keras

PyTorch to Keras model convertor

FD-MobileNet

This repo contains code for *FD-MobileNet: Improved MobileNet with A Fast Downsampling Strategy*.

MENet

This repo contains code for *Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications*.

gluon2pytorch

Gluon to PyTorch deep neural network model converter

deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.