Labeling Tool Python Packages

cvat-sdk

CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and enterprise products, as well as labeling services, with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

segments-ai

Segments.ai Python SDK

label-studio

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

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

cvat-cli

CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and enterprise products, as well as labeling services, with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

composeml

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

potato-annotation

potato: the portable annotation tool

autodistill

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

napari-deeplabcut

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

anylabeling

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

annotide-training

Self-hosted data annotation and labeling platform for images, video, audio, text, PDF and LLM evaluation. Your storage, your models, your cloud.

zebra-day

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

labelimgplusplus

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

annotide

Self-hosted data annotation and labeling platform for images, video, audio, text, PDF and LLM evaluation. Your storage, your models, your cloud.

anylabeling-gpu

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

gridmapdecompose

Simple package for grid map decomposition

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

lazylabel-gui

AI Assisted Image Labeling for Computer Vision

label-sleuth

Open source no-code system for text annotation and building of text classifiers

doctr-labeler

A OCR labeling tool - made for docTR

active-labeling-system

ActiveLabelingSystem – A local-first AI-assisted data labeling system with continual learning and background model training.

remo-sdk

:rabbit: Python lib for remo - the app for annotations and images management in Computer Vision

deepdataspace

The Go-To Choice for CV Data Visualization, Annotation, and Model Analysis.