zhangxinyu-xyz

PAST-ReID

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

PGAN-VehicleRe-ID

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

ISE-ReID

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

DKD-PersonSearch

pytorch-metric-learning

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

cluster-contrast-reid

detectron2

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

examples

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

fast-reid

SOTA ReID Methods and Toolbox

HAP

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

UniPT

FCOS

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

hap.github.io

mae

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

minimal

Minimal is a Jekyll theme for GitHub Pages

Non-local_pytorch

Implementation of Non-local Block.

PaddleClas

A treasure chest for visual recognition powered by PaddlePaddle

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

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

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

RepDistiller

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

ResNeSt

ResNeSt: Split-Attention Networks

RFConv

Rectified Convolution

sam

SAM: Sharpness-Aware Minimization (PyTorch)

senet.pytorch

PyTorch implementation of SENet

siamese-triplet

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

SpCL-1

[NeurIPS-2020] Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID.

VIMER

视觉预训练基础模型仓库

vision

Datasets, Transforms and Models specific to Computer Vision

zhangxinyu-xyz.github.io