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swg209's Projects

person-reid icon person-reid

Tensorflow implementation of "An Improved Deep Learning Architecture for Person Re-Identification"

person-reid-baseline-pytorch icon person-reid-baseline-pytorch

This repository base on layumi/Person_reID_baseline_pytorch. CUHK03 dateset and DPN (dual path net) backbone network are add.

person-reid-evaluation icon person-reid-evaluation

GOM:New Metric for Re-identification. 👉GOM explicitly balances the effect of performing retrieval and verification into a single unified metric.

person-reid-lib icon person-reid-lib

The pytorch-based lightweight library of the image-based and video-based person re-identification.

person-reid-verification icon person-reid-verification

:koala: (pytorch version) TOMM2017 A Discriminatively Learned CNN Embedding for Person Re-identification :koala:

person_reid_baseline_pytorch icon person_reid_baseline_pytorch

Pytorch implement of Person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

person_search icon person_search

Joint Detection and Identification Feature Learning for Person Search

person_search_gcn icon person_search_gcn

This repository hosts the code for our paper “Learning Context Graph for Person Search”, CVPR2019 Oral

piwise icon piwise

Pixel-wise segmentation on VOC2012 dataset using pytorch.

plr-osnet icon plr-osnet

Source codes for the paper "Learning Diverse Features with Part-Level Resolution for Person Re-Identification"

pointnet icon pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pretrained-models.pytorch icon pretrained-models.pytorch

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

pvpm icon pvpm

PyTorch code for CVPR'2020 paper “Pose-guided Visible Part Matching for Occluded Person ReID”

pygat icon pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

pyramidal_person_reid icon pyramidal_person_reid

A simple reproduction of Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training (CVPR2019).

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-graphsage icon pytorch-graphsage

Representation learning on large graphs using stochastic graph convolutions.

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