Aitlas — Map the AI Universe

      Datasets & Labeling

      Total 24 articles sites
      Curated datasets and labeling tools
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      Ollama Library (for local label assist & synthetic data)

      Ollama Library (for local label assist & synthetic data)

      Run open-weight LLMs locally to assist labeling or generate synthetic datasets.
      0440
      Datasets & Labeling# label assist# local LLM# offline
      doccano (OSS)

      doccano (OSS)

      Open-source text annotation for classification, NER, and seq2seq tasks.
      0470
      Datasets & Labeling# doccano# NER# open source
      Prodigy

      Prodigy

      Developer-centric annotation tool with strong active learning for NLP/CV/A/V.
      0390
      Datasets & Labeling# active learning# annotation# CV
      Encord Annotate

      Encord Annotate

      AI + HITL labeling with customizable workflows, analytics, and ontology management.
      0430
      Datasets & Labeling# AI-assisted# Encord# HITL
      V7 Darwin

      V7 Darwin

      Professional CV labeling with model-in-the-loop and medical/video tooling.
      0390
      Datasets & Labeling# annotation# auto-annotate# Darwin
      SuperAnnotate

      SuperAnnotate

      AI-assisted annotation and services with workflow, QA, and multimodal support.
      0390
      Datasets & Labeling# annotation# multimodal# QA
      Scale Nucleus

      Scale Nucleus

      Dataset management and curation—debug models, fix labels, and improve data quality.
      0450
      Datasets & Labeling# curation# dataset management# Nucleus
      CVAT

      CVAT

      Leading open-source image/video annotation with auto-annotation and team workflows.
      0350
      Datasets & Labeling# annotation# computer vision# CVAT
      Label Studio (OSS)

      Label Studio (OSS)

      Open-source, highly configurable labeling for text, images, audio, video, and chat.
      0400
      Datasets & Labeling# active learning# labeling# multimodal
      Labelbox

      Labelbox

      End-to-end data engine with AI-assisted labeling, curation, and evaluations.
      0440
      Datasets & Labeling# curation# evaluation# labeling
      Roboflow Universe

      Roboflow Universe

      Huge community hub of computer-vision datasets and pre-trained models.
      0450
      Datasets & Labeling# community# models# Roboflow
      LAION-5B

      LAION-5B

      Massive open image–text dataset (multilingual) widely used for generative models.
      0370
      Datasets & Labeling# CLIP# image-text# LAION
      Open Images Dataset

      Open Images Dataset

      Large-scale annotated image dataset with boxes, masks, relationships, and more.
      0420
      Datasets & Labeling# annotations# detection# Open Images
      Common Crawl

      Common Crawl

      Free, open web-crawl corpus for large-scale text/data mining.
      0620
      Datasets & Labeling# Common Crawl# corpus# open
      Zenodo

      Zenodo

      CERN-hosted open repository for research data with DOIs and long-term preservation.
      0380
      Datasets & Labeling# CERN# DOI# open repository
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