Data Annotation Tools

There are 28 data annotation tools tracked. 10 score above 50 (established tier). The highest-rated is ch-sa/labelCloud at 65/100 with 770 stars.

Get all 28 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=computer-vision&subcategory=data-annotation-tools&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	ch-sa/labelCloud A lightweight tool for labeling 3D bounding boxes in point clouds.	65	Established	770	Python
2	jsbroks/imantics :camera: Reactive python package for managing, creating and visualizing...	58	Established	374	Python
3	ESA-PhiLab/iris Semi-automatic tool for manual segmentation of multi-spectral and...	57	Established	162	JavaScript
4	SenteraLLC/ulabel A browser-based tool for image annotation	57	Established	26	JavaScript
5	microsoft/VoTT Visual Object Tagging Tool: An electron app for building end to end Object...	51	Established	4,433	TypeScript
6	abreheret/PixelAnnotationTool Annotate quickly images.	51	Established	1,452	C++
7	NaturalIntelligence/imglab To speedup and simplify image labeling/ annotation process with multiple...	51	Established	1,018	HTML
8	persts/BBoxEE Bounding Box Editor and Exporter	51	Established	21	Python
9	Hitachi-Automotive-And-Industry-Lab/semantic-segmentation-editor Web labeling tool for bitmap images and point clouds	51	Established	1,948	JavaScript
10	jsbroks/coco-annotator :pencil2: Web-based image segmentation tool for object detection,...	51	Established	2,271	Vue
11	SkalskiP/make-sense Free to use online tool for labelling photos. https://makesense.ai	49	Emerging	3,515	TypeScript
12	lc-soft/LC-Finder An image annotation and object detection tool written in C	47	Emerging	177	C
13	pixano/pixano-app Pixano App is a web-based smart-annotation tool for computer vision applications.	43	Emerging	43	JavaScript
14	pixano/pixano-elements Pixano Elements - Re-usable web components dedicated to data annotation tasks.	42	Emerging	42	TypeScript
15	jaxony/turktool Modern React app for bounding box annotation on mturk	42	Emerging	58	JavaScript
16	andywang0607/AutoAnnotationTool A label tool aim to reduce semantic segmentation label time, rectangle and...	41	Emerging	166	C++
17	GGBond2424648901/YOLOv-AutoLabel-Tool_v3 # 🎯 YOLOv智能标注工具 ...	39	Emerging	19	HTML
18	dvtlab/TagiFLY Labeling Tool for Computer Vision	38	Emerging	15	JavaScript
19	CODAIT/max-vis Image annotation library and command-line utility for MAX image models	38	Emerging	9	JavaScript
20	ecker-lab/SiLVi SiLVi: Simple Interface for Labeling Video Interactions	35	Emerging	2	JavaScript
21	lucasxlu/CbirAnnoTool Online Web-based Annotation Toolkit for Image Retrieval/ReID/Face Recognition Tasks	32	Emerging	5	JavaScript
22	ethz-asl/autolabel A project for computing high-quality ground truth training examples for RGB-D data.	31	Emerging	48	Python
23	NihalJani/react-picture-annotate A simple and powerful React component for creating, editing, and managing...	31	Emerging	—	TypeScript
24	lstachowicz/PolySeg Interactive polygon annotation tool built with Qt6 for creating AI training datasets	25	Experimental	2	C++
25	danvc/remo Platform for Image Labeling and Annotation Open Computer Vision	22	Experimental	6	JavaScript
26	tom-zak/spektra-vision Image annotation platform for object detection and segmentation	22	Experimental	1	TypeScript
27	jiankaiwang/vott This tool provides end to end support for generating datasets and validating...	20	Experimental	5	JavaScript
28	ossner/SegmentationLab Interactive tool to visualize and evaluate image segmentation metrics like...	14	Experimental	—	TypeScript

Comparisons in this category

PixelAnnotationTool and AutoAnnotationTool (51 vs 41) pixano-app and pixano-elements (43 vs 42)