Codebase for Image Classification Research, written in PyTorch.

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, Cont…

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

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

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

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

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

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

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

Instance-Batch Normalization Networks (ECCV2018)

Because Deep Learning is awesome.

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

Awesome PyTorch

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

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

A curated list of MXNet examples, tutorials and blogs.

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

Differentiable architecture search for convolutional and recurrent networks

CondenseNet: Light weighted CNN for mobile devices

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

Training Very Deep Neural Networks Without Skip-Connections

PyTorch and Tensorflow functional model definitions

Dilated Residual Networks

PyTorch to Keras model convertor

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

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

Gluon to PyTorch deep neural network model converter

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