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 23 person reidentification datasets frameworks tracked. 2 score above 50 (established tier). The highest-rated is KaiyangZhou/deep-person-reid at 57/100 with 4,774 stars.

Get all 23 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=person-reidentification-datasets&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	KaiyangZhou/deep-person-reid Torchreid: Deep learning person re-identification in PyTorch.	57	Established	4,774	Python
2	Cysu/open-reid Open source person re-identification library in python	51	Established	1,372	Python
3	alexppppp/keypoint_rcnn_training_pytorch How to Train a Custom Keypoint Detection Model with PyTorch (Article on Medium)	46	Emerging	92	Python
4	mangye16/ReID-Survey Deep Learning for Person Re-identification: A Survey and Outlook	46	Emerging	742	Python
5	tlpss/keypoint-detection 2D keypoint detection with Pytorch Lightning and wandb	40	Emerging	93	Python
6	jian667/face-dataset Face related datasets	40	Emerging	278	—
7	NUISTGY/Deep-High-Resolution-Representation-Learning-for-Cross-Resolution-Person-Re-identification Journal of IEEE TIP	39	Emerging	23	Jupyter Notebook
8	allureking/Facial-KeyPoints-Detection-ResNet-CNN Facial keypoints detection using ResNet and CNN — original Jupyter notebook...	28	Experimental	4	Jupyter Notebook
9	prabhakar-sivanesan/Custom-keypoint-detection Custom keypoint detection using Tensorflow object detection API	28	Experimental	56	Python
10	KaygoYM/Facial-keypoints-detection Detect human face's keypoints such as eyes,noise,mouth and so on...	28	Experimental	9	Python
11	vcl-seoultech/SirNet Sampling Agnostic Feature Representation for Long-Term Person Re-identification	27	Experimental	12	Python
12	ZizZu94/market-1501-classification-reid In this assignment, we explored the use of neural networks to solve two...	26	Experimental	6	Jupyter Notebook
13	tannd-ds/realtime-reid Realtime Person Re-Identification using Kafka, Spark and Deep Learning	24	Experimental	15	Python
14	steeellar/Awesome-Video-Person-ReID a collection of video person re-id papers	22	Experimental	6	—
15	Abhradipta/Facial-Points-Detection Detection of 15 Key Facial Points Using Residual Neural Networks.	17	Experimental	1	Jupyter Notebook
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	16	Experimental	4	Python
17	miguelangel/cvnd--01_facial-keypoints Udacity's Computer Vision Nanodegree - Project #01	13	Experimental	—	Jupyter Notebook
18	Nexdata-AI/4788-images-Human-Facial-Skin-Defects-Data Human Facial Skin Defects Dataset	13	Experimental	11	—
19	GraysonWills/kaggle-facial-keypoints-detection Kaggle competition: Facial Keypoints Detection	11	Experimental	—	—
20	ezvezdov/Facial-keypoint-detection Final project for subject Julia for Optimization and Learning (CTU FEE).	11	Experimental	—	Julia
21	Nexdata-AI/122-People-Passenger-Behavior-Recognition-Data Passenger Behavior Recognition Dataset	10	Experimental	2	—
22	Nexdata-AI/23110-People-Multi-race-and-Multi-pose-Face-Images-Data Multi-race and Multi-pose Face Images Dataset	10	Experimental	2	—
23	Nexdata-AI/500-People-Face-Image-and-Video-Data-Asian-race Face Image and Video Dataset (Asian race)	10	Experimental	2	—

Comparisons in this category

deep-person-reid and open-reid (57 vs 51) deep-person-reid and ReID-Survey (57 vs 46) open-reid and ReID-Survey (51 vs 46)