xiaofei zhang's repositories
AgentFormer
[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".
AS-GCN
The model architecture of AS-GCN (for human action recognition)
awesome-attention-mechanism-in-cv
:punch: CV中常用注意力模块;即插即用模块;ViT模型. PyTorch Implementation Collection of Attention Module and Plug&Play Module
awesome-pedestrian-behavior-estimation
Papers and resources collection about pedestrian behavior estimation
Awesome-Vision-Attentions
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
BasicSR-Image-and-Video-Restoration-Toolbox
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
CVPR2022-Papers-with-Code
CVPR 2022 论文和开源项目合集
dataset-api-Apolloscape-open-dataset
The ApolloScape Open Dataset for Autonomous Driving and its Application.
Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
Focal-TransformerLocal-Global-Interactions
Official code for our NeurIPS 2021 Spotlight "Focal Self-attention for Local-Global Interactions in Vision Transformers"
Motionformer-Trajectory-Attention
Code + pre-trained models for the paper Keeping Your Eye on the Ball Trajectory Attention in Video Transformers
Paper-Daily-Notice
Get the papers you want from ArXiv every weekday.
pedsim_ros-social-force-model
Pedestrian simulator powered by the social force model
PSI-Intention
Data preprocessing for IUPUI-CSRC Pedestrian Situated Intent (PSI) benchmark dataset.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
PyTorchTricks
Some tricks of pytorch... :star:
RCAN-Channel-Attention
PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"
SafeCritic-socialpooling
FLORA: Future prediction of obstacle locations in traffic scenes for collision avoidance
STR-PIPSpatiotemporal-Relationship-Reasoning-for-Pedestrian-Intent-Prediction
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction
SummaryOfLoanSuspension
全国各省市停贷通知汇总
TadTR-temporal-attention
[TIP 2022] End-to-end Temporal Action Detection with Transformer
TimeSformer-space-time-att
The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"
transfuser
[CVPR'21] Multi-Modal Fusion Transformer for End-to-End Autonomous Driving
TransVOD-Spatial-TemporalTransformers
The repository is the code for the paper "End-to-End Video Object Detection with Spatial-TemporalTransformers"
VidHOI-Human-Object-Interaction
Official implementation of "ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos" (ACM ICMRW 2021)
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch