Labeling Tool Python Packages

cvat-sdk

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

segments-ai

Segments.ai Python SDK

kili

Simplest and fastest image and text annotation tool.

deeplabcut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

composeml

A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.

cvat-cli

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

autodistill

Images to inference with no labeling (use foundation models to train supervised models).

anylabeling

Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2/2.1+SAM3), MobileSAM!!

napari-deeplabcut

a napari plugin for labeling and refining keypoint data within DeepLabCut projects

ultimatelabeling

A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker

labelimgplusplus

The maintained LabelImg: image annotation for ML - gallery mode, dark theme, polygons, keypoints, undo/redo, COCO & YOLO-seg export

potato-annotation

potato: the portable annotation tool

anylabeling-gpu

Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2/2.1+SAM3), MobileSAM!!

zebra-day

Zebra Label Printing library & API (for network connected printers). Manage 100s of printers and ZPL label templates in one place.

lazylabel-gui

AI Assisted Image Labeling for Computer Vision

isat-sam

Labeling tool with SAM(segment anything model),supports SAM, SAM2, SAM3, sam-hq, MobileSAM EdgeSAM etc.交互式半自动图像标注工具

deeplabcut-docker

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

hover

:speedboat: Label data at scale. Fun and precision included.

gridmapdecompose

Simple package for grid map decomposition

doctr-labeler

A OCR labeling tool - made for docTR

pyimagelabeling

PyImageLabeling is a powerful tool with a user-friendly interface based on PyQT6 for creating image masks. These labeled images are used in the creation of machine learning models dedicated to computer vision tasks.

label-sleuth

Label Sleuth

sentencelabel

一个给阅读理解文章中支持正确答案的句子打标的工具