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Shengyu Pei's Projects

jinfagang_yolov7 icon jinfagang_yolov7

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

knowledge_evolution icon knowledge_evolution

(CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets

kpm_rw_person_reid icon kpm_rw_person_reid

Code of Deep Kronecker-Product Matchingand Group-shuffiling Random Walk for Person Re-ID

kprn icon kprn

Reasoning Over Knowledge Graph Paths for Recommendation

lanczosnetwork icon lanczosnetwork

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

light-reid icon light-reid

[ECCV2020] a toolbox of light-reid learning for faster inference, speed both feature extraction and retrieval stages up to >30x

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

magnesium icon magnesium

Multi Graph Convolutional Neural Networks applied to Matrix Completion.

mgcnn icon mgcnn

Multi-Graph Convolutional Neural Networks

mixhop-and-n-gcn icon mixhop-and-n-gcn

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

mmskeleton icon mmskeleton

Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch

mmt icon mmt

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

models icon models

Models and examples built with TensorFlow

nrlpapers icon nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

open-reid icon open-reid

Open source person re-identification library in python

openunreid icon openunreid

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

paper2gui icon paper2gui

Convert AI papers to GUI,Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术

part_bilinear_reid icon part_bilinear_reid

Code for ECCV2018 paper: Part-Aligned Bilinear Representations for Person Re-Identification

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