data-annotation

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

A list of tools for annotating data, managing annotations, etc.

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.

🧬 A JupyterLab extension for annotating data with Prodigy

The Wearables Development Toolkit - a development environment for activity recognition applications with sensor signals

Social Media Mining Toolkit (SMMT) main repository

🔥 One of the most comprehensive open-source data annotation platform.

Tornado is an open source Human-in-the-loop machine learning tool. It helps you label your dataset on the fly while training your model through a simple web user interface. It supports all data types: structured, text and image.

A system for prompted weak supervision. Alfred is a powerful tool that leverages large language models to accelerate data annotation.

Data-centric AI building blocks for computer vision applications

Visualization and Annotation Tool for ROS

PersianDataAnnotations is ASP.NET Core MVC & ASP.NET MVC Custom Localization DataAnnotations (Localized MVC Errors) for Persian(Farsi) language - فارسی سازی خطاهای اعتبارسنجی توکار ام.وی.سی. و کور.ام.وی.سی. برای نمایش اعتبار سنجی سمت کلاینت

Use Large Language Models like OpenAI's GPT-3.5 for data annotation and model enhancement. This framework combines human expertise with LLMs, employs Iterative Active Learning for continuous improvement, and integrates CleanLab (Confident Learning) to ensure high-quality datasets and better model performance

Lightweight self-hosted span annotation tool

🧬 A VS Code extension for annotating data with Prodigy

AnnoTheia is a data annotation toolkit that identifies when a person speaks in a scene and transcribes their speech, also offering flexibility to replace modules for different languages.

This is a tool to annotate the focus plane of z-stacked images.

Jaehyung Kim et al's ACL 2023 paper on "infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information"

a tool for mapping free-text descriptions of entities to ontology terms