Labeling Python Packages

label-studio

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

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.

snorkel

A system for quickly generating training data with weak supervision

cleanlab

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

bbox-visualizer

Make drawing and labeling bounding boxes a piece of cake

kili

Simplest and fastest image and text annotation tool.

crowd-kit

Control the quality of your labeled data with the Python tools you already know.

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.

anylabeling

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

anylabeling-gpu

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

transformer-srl

Reimplementation of a BERT based model (Shi et al, 2019), currently the state-of-the-art for English SRL. This model implements also predicate disambiguation.

qsl

A quick and simple tool for labeling images, videos and time series data, right from Jupyter!

slate-nlp

A terminal-based text annotation tool

evadb

Database system for AI-powered apps

labelcloud

A lightweight tool for labeling 3D bounding boxes in point clouds.

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

hover

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

btviewer

Web app for human labelling of tracking images

traincv

No-code labeling and training toolkit for computer vision

langhuan

Light weight labeling engine

onepanel-sdk

The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.

ultimatelabeling

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

evatestdb

Database system for AI-powered apps