Popular GitHub Repositories for Data Labeling

Open source annotation tool for machine learning practitioners.

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

A web-based document annotation tool, powered by GPT-4 :rocket:

Label data using HuggingFace's transformers and automatically get a prediction service

A library to synthesize text datasets using Large Language Models (LLM)

Superpipe - optimized LLM pipelines for structured data

Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)

doccano auto labeling pipeline helps doccano to annotate a document automatically.

Curated list of Awesome Training Data! (Data Labeling, Annotation, Discovery, Workflow etc)

A demonstration of how DVC and MLFlow can be used in the task of data relabeling

Promises and Pitfalls of Threshold-based Auto-labeling (NeurIPS 2023, Spotlight)

pyLabeler is a Python based GUI tool for labelling datasets for various deep learning tasks.

An interactive Machine learning-based Cloud Service for generating suspicious pairs that might have been incorrectly labeled.

Simple vim-like tool for NER annotation

Automated legal document processor with extraction and annotation.

A labeler-app for video labeling, for example for machine learning. For timewindows (|....|) and pointactivities (.|.)