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) Open-source text annotation for classification, NER, and seq2seq tasks. 0470 Datasets & Labeling# doccano# NER# open source
Prodigy Developer-centric annotation tool with strong active learning for NLP/CV/A/V. 0390 Datasets & Labeling# active learning# annotation# CV
Encord Annotate AI + HITL labeling with customizable workflows, analytics, and ontology management. 0430 Datasets & Labeling# AI-assisted# Encord# HITL
V7 Darwin Professional CV labeling with model-in-the-loop and medical/video tooling. 0390 Datasets & Labeling# annotation# auto-annotate# Darwin
SuperAnnotate AI-assisted annotation and services with workflow, QA, and multimodal support. 0390 Datasets & Labeling# annotation# multimodal# QA
Scale Nucleus Dataset management and curation—debug models, fix labels, and improve data quality. 0450 Datasets & Labeling# curation# dataset management# Nucleus
CVAT Leading open-source image/video annotation with auto-annotation and team workflows. 0350 Datasets & Labeling# annotation# computer vision# CVAT
Label Studio (OSS) Open-source, highly configurable labeling for text, images, audio, video, and chat. 0400 Datasets & Labeling# active learning# labeling# multimodal
Labelbox End-to-end data engine with AI-assisted labeling, curation, and evaluations. 0440 Datasets & Labeling# curation# evaluation# labeling
Roboflow Universe Huge community hub of computer-vision datasets and pre-trained models. 0450 Datasets & Labeling# community# models# Roboflow
LAION-5B Massive open image–text dataset (multilingual) widely used for generative models. 0370 Datasets & Labeling# CLIP# image-text# LAION
Open Images Dataset Large-scale annotated image dataset with boxes, masks, relationships, and more. 0420 Datasets & Labeling# annotations# detection# Open Images
Common Crawl Free, open web-crawl corpus for large-scale text/data mining. 0620 Datasets & Labeling# Common Crawl# corpus# open
Zenodo CERN-hosted open repository for research data with DOIs and long-term preservation. 0380 Datasets & Labeling# CERN# DOI# open repository