18 repository-uri
Awesome GitHub RepositoriesMultimodal Annotation Tools
Platforms that support labeling across various data types including text, images, and audio.
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Awesome Multimodal Annotation Tools GitHub Repositories
Găsește cele mai bune repo-uri cu AI.Vom căuta cele mai potrivite repository-uri folosind AI.
- heartexlabs/label-studio
heartexlabs/label-studio
27,626Vezi pe GitHubLabel Studio este un instrument de etichetare a datelor de mai multe tipuri și un spațiu de lucru pentru adnotarea datelor, conceput pentru a pregăti seturi de date pentru antrenarea învățării automate. Acesta funcționează ca un pipeline de date integrat în cloud care importă date brute din stocare, gestionează procesul de adnotare și exportă etichete în formate standardizate. Platforma dispune de un cadru de integrare a modelelor de învățare automată care se conectează la servere de modele externe. Acest lucru permite adnotarea asistată de model și învățarea activă, permițând sistemului să efectueze pre-etichetarea și să rafineze predicțiile pe baza feedback-ului uman. Software-ul oferă instrumente de gestionare a proiectelor pentru organizarea seturilor de date și atribuirea sarcinilor utilizatorilor prin acces bazat pe roluri. Suportă diverse tipuri de date și utilizează adaptoare de stocare agnostice față de backend pentru a se conecta cu sisteme de fișiere locale sau furnizori de stocare în cloud. Aplicația poate fi instalată prin configurare manuală sau implementări cu un singur clic pe infrastructura cloud.
Versatile labeling tool supporting multiple data types with standardized output.
TypeScript - universaldatatool/universal-data-tool
UniversalDataTool/universal-data-tool
2,068Vezi pe GitHubColaborați și etichetați orice tip de date, imagini, text sau documente, într-o interfață web ușoară sau aplicație desktop.
Extensible web and desktop app for annotating various media formats.
JavaScript - diffgram/diffgram
diffgram/diffgram
1,905Vezi pe GitHubThe 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.
Scalable platform for labeling diverse data types including 3D and geospatial.
Python - humansignal/adala
HumanSignal/Adala
1,604Vezi pe GitHubAdala: Autonomous DAta (Labeling) Agent framework
Framework for building autonomous agents for data labeling tasks.
Pythonagentagent-based-frameworkagent-oriented-programming - xtreme1-io/xtreme1
xtreme1-io/xtreme1
1,214Vezi pe GitHubXtreme1 is an all-in-one open-source platform for Multimodal training data.
All-in-one platform for multimodal data including 3D LiDAR and LLM training.
TypeScript - agermanidis/pigeon
agermanidis/pigeon
🐦 pigeon - Quickly annotate data on Jupyter
Jupyter notebook widget for quick labeling of unlabeled dataset examples.
Python - viame/viame
VIAME/VIAME
Video and Image Analytics for Multiple Environments
Toolkit for video and image analytics across multiple environments.
Python - phurwicz/hover
phurwicz/hover
hover is a tool for mass-labeling data points that can be represented by vectors.
Map-based exploration and labeling tool for text, audio, and images.
Python - certifaiai/classifai
CertifaiAI/classifai
:fire: One of the most comprehensive open-source data annotation platform.
Comprehensive platform for managing open-source data annotation tasks.
Java - slrbl/human-in-the-loop-machine-learning-tool-tornado
slrbl/human-in-the-loop-machine-learning-tool-tornado
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.
Framework for integrating human feedback into machine learning loops.
Ruby - ai4bharat/shoonya
AI4Bharat/Shoonya
An open source platform to annotate and label data at scale
Platform designed for large-scale data annotation and labeling.
- vmware/data-annotator-for-machine-learning
vmware/data-annotator-for-machine-learning
Data Annotator for Machine Learning
Application for managing and facilitating team-based annotation workflows.
TypeScript - datagym-ai/datagym-core
datagym-ai/datagym-core
DataGym.ai is a modern, web based workbench to label images and videos. It allows you to manage your projects and datasets, label data, control quality and build your own training data pipeline. With DataGym.ai´s API and Python SDK you can integrate it into your toolchain.
Open-source tool for labeling image and video assets.
Java - astutic/acharya
astutic/Acharya
A data-centric annotation tool to increase the accuracy of your Named Entity Recognition projects which helps
Facilitates named entity recognition workflows for data-centric machine learning.
- faustomorales/qsl
faustomorales/qsl
QSL is a simple, open-source media labeling tool that you can use as a Jupyter widget. More information available at https://qsl.robinbay.com. It supports:
Simple Jupyter-based tool for labeling images, videos, and time series.
Svelte - biigle/biigle
biigle/biigle
The Bio-Image Indexing and Graphical Labelling Environment (BIIGLE) is a web service for the efficient and rapid annotation of still images and videos. Read the paper or take a look at the manual.
Web application for rapid annotation of still images and video files.
Dockerfile - ai4bharat/anudesh
AI4Bharat/Anudesh
An open source platform to annotate data for Large language models - at scale
Scalable platform for annotating data specifically for large language models.
- openvinotoolkit/cvat
openvinotoolkit/cvat
Website · Docs · Changelog · Tutorials · Academy · Blog
Interactive web-based tool for video and image computer vision annotation.
