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attention-augmented-conv

Implementation from the paper Attention Augmented Convolutional Networks in Tensorflow (https://arxiv.org/pdf/1904.09925v1.pdf)

attention-augmented-conv2d

Implementing Attention Augmented Convolutional Networks using Pytorch

bottleneck-transformer-pytorch

Implementation of Bottleneck Transformer in Pytorch

challenge-condition-fer-dataset

This is our collected datasets for challenge condition facial expression recognition

conformer

Implementation of the convolutional module from the Conformer paper, for use in Transformers

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

detr

End-to-End Object Detection with Transformers

dnl-object-detection

Disentangled Non-Local Neural Networks

emotion-fan

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

emotional-video-to-audio-with-anfis-deeprnn

Emotional Video to Audio Transformation with ANFIS-DeepRNN (Vanilla RNN and LSTM-DeepRNN) [MPE 2020]

emotiw

emotiw-2017-audio-video-emotion-recognition

Method strategy for EmotiW 2017 video emotion recognition

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fpt

Implementation for paper Feature Pyramid Transformer

gcnet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

image-gpt

insightface

Face Analysis Project on MXNet

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

lambdanetworks

libfacedetection

An open source library for face detection in images. The face detection speed can reach 1000FPS.

mvcnn

Multi-view CNN (MVCNN) for shape recognition

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, DPN, CSPNet, and more

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

senet

Squeeze-and-Excitation Networks

senet.pytorch

PyTorch implementation of SENet

slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

stam

Official implementation of "An Image is Worth 16x16 Words, What is a Video Worth?" (2021 paper)

timesformer-pytorch

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

tpu

Reference models and tools for Cloud TPUs.

transgan

[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang