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Xinyu Zhang's Projects

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

examples icon examples

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

fcos icon fcos

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

hap icon hap

[NeurIPS 2023] HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception

hoim-pytorch icon hoim-pytorch

Hierarchical Online Instance Matching for Person Search (AAAI'20)

insightface-v2 icon insightface-v2

PyTorch implementation of Additive Angular Margin Loss for Deep Face Recognition.

ise-reid icon ise-reid

ISE: Implicit Sample Extension for Unsupervised Person Re-Identification (CVPR2022)

mae icon mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

minimal icon minimal

Minimal is a Jekyll theme for GitHub Pages

paddleclas icon paddleclas

A treasure chest for visual recognition powered by PaddlePaddle

passl icon passl

PASSL包含 SimCLR,MoCo v1/v2,BYOL,CLIP,PixPro,simsiam, SwAV, BEiT,MAE 等图像自监督算法以及 Vision Transformer,DEiT,Swin Transformer,CvT,T2T-ViT,MLP-Mixer,XCiT,ConvNeXt,PVTv2 等基础视觉算法

past-reid icon past-reid

Self-Training with Progressive Augmentation for Unsupervised Cross-Domain Person Re-identification (ICCV2019)

person_search icon person_search

Joint Detection and Identification Feature Learning for Person Search

pgan-vehiclere-id icon pgan-vehiclere-id

Code for Part-Guided Attention Learning for Vehicle Instance Retrieval (TITS2020). A strong Vehicle Re-ID model with part region guidance.

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-image-models icon 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

pytorch-metric-learning icon pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

repdistiller icon repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

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