wangyanckxx

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

vit-pytorch

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

PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

External-Attention-pytorch

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

vision_transformer

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

CoordAttention

Code for our CVPR2021 paper coordinate attention

Facial-Similarity-with-Siamese-Networks-in-Pytorch

Implementing Siamese networks with a contrastive loss for similarity learning

pytorch-i3d

AWESOME-FER

Top conferences & Journals focused on Facial expression recognition (FER)/ Facial action unit (FAU)

Grad-CAM.pytorch

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

VGGFace2-pytorch

PyTorch Face Recognizer based on 'VGGFace2: A dataset for recognising faces across pose and age'

glasses

High-quality Neural Networks for Computer Vision 😎

TransFG

This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille).

visualization

a collection of visualization function

ViT

Implementing Vi(sion)T(transformer)

Emotion-FAN

ICIP 2019: Frame Attention Networks for Facial Expression Recognition in Videos

Challenge-condition-FER-dataset

This is our collected datasets for challenge condition facial expression recognition

CD-FER-Benchmark

A Unified Evaluation Benchmark for Cross-Domain Facial Expression Recognition (TPAMI'22, ACM MM'20)

MA-Net

[TIP'21] Learning Deep Global Multi-scale and Local Attention Features for Facial Expression Recognition in the Wild

VAANet

[AAAI 2020] Official implementation of VAANet for Emotion Recognition

VisionTransformer-Pytorch

MGSampler

[ICCV 2021] MGSampler: An Explainable Sampling Strategy for Video Action Recognition

SCAN-CCI-FER

SurveyFER

External-Attention-pytorch

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

FER-global-local-network

Facial expression recognition