🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

[NeurIPS'20] Self-supervised Co-Training for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.

A curated list of action recognition and related area resources

Official implementation of ACMMM'20 paper 'Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework'

yolov3 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏

Re-implementation of the work Livebot

Example code for Fluent Python, 2nd edition

Count the MACs / FLOPs of your PyTorch model.

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/x…

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection

Pruning Neural Networks with Taylor criterion in Pytorch

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

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

Base jwyang/fpn.pytorch, train FPN on Pascal VOC get 80.5 mAP

A faster pytorch implementation of faster r-cnn

An implementation of Cascade R-CNN: Delving into High Quality Object Detection.

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

Multi-task face recognition framework based on PyTorch

Datasets, Transforms and Models specific to Computer Vision

Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).

Open MMLab Detection Toolbox with PyTorch 1.0

Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019

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

95.16% on CIFAR10 with PyTorch

A PyTorch implementation of EfficientNet

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Classification with PyTorch.