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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

4d-crnn

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

convnext

Code release for ConvNeXt model

convnext-v2

Code release for ConvNeXt V2 model

coordattention

Code for our CVPR2021 paper coordinate attention

efficient-ai-backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

enas-tensorflow

Efficient Neural Architecture search via parameter sharing(ENAS) micro search Tensorflow code for windows user

examples

TensorFlow examples

fasternet

[CVPR 2023] Code for PConv and FasterNet

fkd

Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"

frnet

imgaug

Image augmentation for machine learning experiments.

kinetics-dataset

knowledge-distillation-zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

mifi

CODE FOR MIFI

pyconv

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

repvgg

RepVGG: Making VGG-style ConvNets Great Again

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vqcnir

AAAI 2024: VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook