Person Reidentification Datasets ML Frameworks

Datasets and tools for person re-identification (ReID) across surveillance cameras, including face recognition, gait recognition, and vehicle ReID. Does NOT include general face detection, facial expression analysis, or anti-spoofing systems.

There are 22 person reidentification datasets frameworks tracked. 1 score above 50 (established tier). The highest-rated is KaiyangZhou/deep-person-reid at 61/100 with 4,774 stars.

Get all 22 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	KaiyangZhou/deep-person-reid Torchreid: Deep learning person re-identification in PyTorch.	61	Established	4,774	Python
2	Cysu/open-reid Open source person re-identification library in python	44	Emerging	1,372	Python
3	mangye16/ReID-Survey Deep Learning for Person Re-identification: A Survey and Outlook	39	Emerging	742	Python
4	alexppppp/keypoint_rcnn_training_pytorch How to Train a Custom Keypoint Detection Model with PyTorch (Article on Medium)	39	Emerging	92	Python
5	tlpss/keypoint-detection 2D keypoint detection with Pytorch Lightning and wandb	33	Emerging	93	Python
6	jian667/face-dataset Face related datasets	33	Emerging	278	—
7	NUISTGY/Deep-High-Resolution-Representation-Learning-for-Cross-Resolution-Person-Re-identification Journal of IEEE TIP	32	Emerging	23	Jupyter Notebook
8	tana0101/Hip-Joint-Keypoint-Detection A research-oriented deep learning pipeline for automatic hip joint keypoint...	23	Experimental	8	Python
9	allureking/Facial-KeyPoints-Detection-ResNet-CNN Facial keypoints detection using ResNet and CNN — original Jupyter notebook...	22	Experimental	4	Jupyter Notebook
10	KaygoYM/Facial-keypoints-detection Detect human face's keypoints such as eyes,noise,mouth and so on...	21	Experimental	9	Python
11	prabhakar-sivanesan/Custom-keypoint-detection Custom keypoint detection using Tensorflow object detection API	21	Experimental	56	Python
12	vcl-seoultech/SirNet Sampling Agnostic Feature Representation for Long-Term Person Re-identification	20	Experimental	12	Python
13	ZizZu94/market-1501-classification-reid In this assignment, we explored the use of neural networks to solve two...	19	Experimental	6	Jupyter Notebook
14	iamirmasoud/facial_keypoint_detection Facial Keypoint Detection using PyTorch	18	Experimental	7	Jupyter Notebook
15	tannd-ds/realtime-reid Realtime Person Re-Identification using Kafka, Spark and Deep Learning	17	Experimental	15	Python
16	Kazuhito00/Display-Corner-Estimation-Prototype ディスプレイの4隅を検出するモデルのプロトタイプ	17	Experimental	4	Python
17	Nexdata-AI/5438-People-Infrared-Face-Recognition-Data Infrared Face Recognition Dataset	16	Experimental	3	—
18	steeellar/Awesome-Video-Person-ReID a collection of video person re-id papers	15	Experimental	6	—
19	Zening-W/fast-reid-1.3.0 Training a customized dataset on fast-reid, evaluation and visualization	12	Experimental	3	—
20	GraysonWills/kaggle-facial-keypoints-detection Kaggle competition: Facial Keypoints Detection	11	Experimental	—	—
21	miguelangel/cvnd--01_facial-keypoints Udacity's Computer Vision Nanodegree - Project #01	11	Experimental	—	Jupyter Notebook
22	Abhradipta/Facial-Points-Detection Detection of 15 Key Facial Points Using Residual Neural Networks.	10	Experimental	1	Jupyter Notebook

Comparisons in this category

deep-person-reid and open-reid (61 vs 44) deep-person-reid and ReID-Survey (61 vs 39)