Annotated Dataset

Markup Annotation Tool converts unstructured data into structured datasets, streamlining the annotation process for NLP and ML applications. Powered by GPT-4, it enhances accuracy and efficiency, supporting rapid training dataset creation for improved model performance.

Appen delivers human‑validated datasets across six domains—alignment, agentic AI, speech/audio, multimodal, physical, and model integrity—using automation and a global workforce of 1 million+ contributors. SOC 2/ISO 27001 certified, it supports large‑scale AI training and independent evaluation.

Datature unifies data labeling, model training, and deployment in one workflow. AI‑assisted annotation cuts labeling time up to tenfold. It supports classification, detection, segmentation, keypoint tasks, offers drag‑and‑drop training, hyperparameter tuning, visual evaluation, and edge/cloud deploy

FiftyOne is a visual AI platform that centralizes data curation, annotation, and model evaluation across images, video, point clouds, and metadata. It offers interactive slicing, automatic labeling with confidence scoring, role‑based access, versioning, and open‑source integration.

Data Services by Clickworker provides a crowdsourced platform for data collection, validation, labeling, and categorization, assigning microtasks to a global workforce. It delivers scalable, ISO 27001‑compliant results and transparent workflow tracking for AI training and market research.

SyntheticAIdata is a no‑code synthetic data platform that generates large‑scale, fully annotated computer vision datasets. It eliminates privacy concerns, reduces manual labeling, and supports cloud integration for rapid, balanced, inclusive model prototyping.

Semantic Scholar indexes 230 million papers, offering AI‑powered semantic search that prioritizes relevance and citation impact. It provides contextual PDF annotations, a developer API, and export options for literature reviews, grant research, and teaching.

BasicAI is an end‑to‑end data annotation platform for image, video, audio, LiDAR, and text, offering AI‑powered labeling, collaborative workflows, real‑time QA, and private deployment, used by ML engineers in autonomous driving, robotics, and logistics.

People for AI offers dedicated in‑house labeling teams for diverse machine‑learning datasets, ensuring consistent quality, data security, and GDPR‑aligned handling. They support all annotation tools, from small proofs of concept to large production volumes, with continuous monitoring and re‑annotati

Prolific offers an API‑first platform for gathering high‑quality, real‑world data from a diverse participant pool. It provides fully managed collection, audience targeting, and access to domain experts, enabling quick, representative studies for AI development.

Label Studio is an open‑source platform for labeling images, audio, text, video, time‑series, and PDFs. It offers customizable interfaces, pre‑labeling with ML, multi‑project support, API/SDK integration, and quality gates that ensure consistent annotations, with export to CSV or databases.

Encord is a data development platform that streamlines data curation, labeling, and model evaluation for AI teams. It supports computer vision and multimodal tasks with advanced user management, customizable workflows, and comprehensive quality metrics.

Innovatiana provides data labeling outsourcing services for AI models, specializing in various data types. Focusing on ethical practices, it offers competitive rates and data security, ensuring high-quality labeled data for AI model training across multiple industries.

isahit provides human-centered data labeling and processing for computer vision, NLP, and speech, offering collaborative workspaces, secure API, customizable annotator training, quality control, and AI-assisted workflows (active learning, RLHF, RAG) to prepare data for model training.

LightLayer provides scalable, richly annotated egocentric datasets—synchronized RGB, audio, IMU, and depth—via distributed capture coordination, automated collection workflows, and streamlined annotation pipelines to produce delivery-ready data for embodied AI and robotic perception training.

Sieve supplies large, annotated video datasets for training generative video, avatar, egocentric perception, and world-modeling systems, delivering time-synced, paired, and conversational training formats via API or storage with compliance and encryption.

LAION offers free, large-scale vision‑language datasets such as LAION‑400M and LAION‑5B, along with the Clip H/14 model. These resources enable researchers and developers to train and benchmark vision‑language models efficiently and sustainably.

Anomalo automates data quality across structured, semi‑structured, and unstructured data in cloud lakes and warehouses. Using unsupervised ML, it detects anomalies, validates completeness, enforces governance without code, and offers lineage mapping and KPI tracking.

UnitLab is a cutting-edge, collaborative AI data annotation platform boosting efficiency by 15x through auto-annotation tools. It excels in various annotation types, project management, and automated tasks for accurate object detection and OCR in 123 languages.

T-Rex Label is an intelligent annotation tool that streamlines complex scene annotations across industries like agriculture, logistics, and healthcare, offering quick, accurate labeling through zero-shot detection, enhancing workflow efficiency and data management.

Outlier DB efficiently detects outliers in datasets, highlighting anomalies to enhance data quality and accuracy. Its advanced algorithms streamline data analysis, improving dataset reliability for informed decision-making.

Axon Labs Datasets provides curated biometric datasets for liveness detection, face recognition, and voice biometrics, covering iBeta Level 1–3 attack types with ML-ready formats, annotations, balanced splits, demographic diversity, and custom collection options.

Roboflow streamlines computer‑vision projects by offering a low‑code pipeline for data annotation, GPU‑accelerated training, and multi‑environment deployment. It integrates with PyTorch, TensorFlow, Hugging Face, major clouds, and meets SOC2 Type 2 and HIPAA security.

Open Knowledge Maps is an AI search engine that visualizes scientific literature across disciplines, clustering related papers to reveal topic connections and trends. It supports varied document types, offers high‑quality metadata, multilingual browsing, and open‑source integration.

Heptabase is a visual note-taking and knowledge management tool that enables users to create interconnected notes across various formats, annotate PDFs, and collaborate in real-time, enhancing the organization and understanding of complex topics.

AI Keywording processes up to 10,000 images per upload, using AI to generate titles, descriptions, and keywords for stock photography. Outputs a CSV ready for stock sites or Adobe Bridge, with temporary image copies deleted after processing.

ANDRE converts survey files (CSV, XLSX, SPSS, Google Forms, Typeform) into clean, visual reports in under 15 minutes, automating data cleaning, missing‑value imputation, narrative analysis, and producing a single‑slide insights deck for rapid decision‑making.

Agentic Document Extraction pulls structured data from PDFs, images, spreadsheets using vision‑first parsing, preserving layout and delivering bounding‑box citations. Modular REST APIs and Python/TypeScript SDKs support on‑prem or cloud deployment for regulated sectors needing traceable, accurate ex

Hex unifies notebooks, conversational queries, and dashboards in a single workspace. It uses shared semantic context to offer reliable insights from Snowflake, BigQuery, Redshift, and more. Data scientists write code, while business users ask plain‑language questions via Threads or Slack.

CrowdView is a platform that allows users to view and share real-time video feeds from events around the world.

Metatable is an AI-driven development platform that provides a seamless development experience with no coding required for developers to construct complete apps spanning front-end to backend, including infrastructure setup.

ResearchRabbit is a web‑based research assistant that lets users begin with a single paper and expand to related authors, works, and topics. It generates citation and topic evolution maps, supports notes and annotations, and syncs with reference managers like Zotero.

OpenRead centralizes research by letting users upload documents, search 20,000+ journals, compare papers, generate Q&A, graphs, notes, and chat with AI models. It also offers diagram creation, image editing, and homework help, with frequent model updates.

Kanaries transforms raw data into interactive visual insights with AI‑assisted code completion for Pandas, RStudio, and Jupyter. Drag‑and‑drop chart building, natural‑language chat, real‑time collaboration, and offline desktop support streamline the entire exploration workflow across web and desktop

Mostly AI is a data‑intelligence platform that generates synthetic and mock data with differential privacy, supports production‑data querying via an AI assistant, and offers simulation tools for edge‑case prediction. It facilitates collaboration and secure data sharing on Kubernetes or OpenShift.

Roboto ingests ROS, PX4, MCAP, Parquet, and custom logs into searchable datasets with tags and metadata. It enables automated processing, anomaly detection, AI‑powered summarization, and collaborative event sharing via Python SDK and CLI.

TwelveLabs extracts structured data from videos using AI models Marengo and Pegasus. Its APIs enable time‑based search, on‑demand summarization, and vector embeddings for semantic search and recommendations, supporting media, advertising, and security workflows.

Satlas offers an interactive JavaScript‑enabled map that uses AI super‑resolution to enhance low‑resolution satellite imagery. It provides monthly datasets on marine and renewable energy infrastructure, tree cover loss, and deforestation, all downloadable for offline use.

Oda Studio applies Vision‑Language AI to automatically extract metadata from architectural drawings, convert charts into text, and fine‑tune generative models for media. It offers end‑to‑end data annotation, compute provisioning, and evaluation pipelines for enterprise‑scale insight generation.

Dr.Oracle is an AI platform that supplies evidence‑based differential diagnoses and treatment plans derived from up‑to‑date guidelines and peer‑reviewed literature. Its Research Mode synthesizes up to 25 journal articles for rapid literature reviews.

Inflectiv.ai is a platform that transforms unstructured data from documents, sensors, and databases into structured, queryable intelligence for AI agents and applications. It automates data ingestion and extraction while enforcing access control, attribution, and on-chain monetization for data contr

Athenic AI transforms plain‑English questions into deterministic SQL and instant visual answers, letting teams explore data without coding. It offers root‑cause research, anomaly alerts, dashboards, and scheduled reports—all grounded in verified metrics for reliable insights.

Datascale converts SQL into interactive diagrams, revealing keys and joins without database changes. Engineers trace lineage, design systems, assess normalization, and collaborate with AI to draft specs and refactor plans.

Wirestock connects creatives—photographers, videographers, illustrators, designers—with AI labs, offering freelance projects and a dashboard to track earnings and progress. It supplies ethically sourced, legally cleared multimodal datasets for model training and rapid access to fresh, high‑quality d

AI‑Driven Data Quality, Matching, and Enrichment provides API-first standardization, deduplication, and enrichment for company, person, address, and product data. It returns similarity scores, resolved entities, and real‑world attributes via REST, supporting batch CSV/TSV processing and database int

Dateno simplifies data analysis by allowing users to upload datasets for instant AI-driven insights. Its intuitive interface provides detailed answers and visualizations, while analysis history helps track data story evolution for informed decision-making across various industries.

Audionotes AI tool for effortless voice-to-text conversion, organization, summarization, and content generation.

Nanonets automatically extracts structured data from invoices, receipts, IDs, and other documents without predefined templates. It offers end‑to‑end workflows, native CRM/ERP integration, and a visual designer for rapid, no‑code deployment across finance, supply‑chain, HR, and legal operations.

AnthemScore 4 is an AI-based music transcription software that offers free trial and purchasing options including Lite, Professional, and Studio editions.

NoteGPT transcribes and summarizes lectures, meetings, and recordings in any language, offering PDF/PPT/book/video overviews, translation, and AI drafting tools. It also supports text‑to‑speech, voice cloning, infographics, slide generation, and multi‑model chat assistance.