Labeling Tool Python Packages

label-studio

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

segments-ai

Segments.ai Python SDK

cvat-sdk

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

kili

Simplest and fastest image and text annotation tool.

composeml

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

deeplabcut

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

cvat-cli

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

anylabeling

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

autodistill

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

audio-workbench

Interactive waveform + spectrogram audio player for analysis, annotation, and embeddable previews (Web, Streamlit, Gradio)

zebra-day

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

napari-deeplabcut

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

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!!

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

gridmapdecompose

Simple package for grid map decomposition

label-sleuth

Label Sleuth

hover

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

langhuan

Language Human Annotation

deepdataspace

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

ultimatelabeling

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

remo-sdk

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

audio-workbench-player

Interactive waveform + spectrogram audio player for analysis, annotation, and embeddable previews (Web, Streamlit, Gradio)