Egocentric Data Capture

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.

RealEye.io collects real‑time gaze, attention, and facial emotion data via participants’ webcams for image, video, or website stimuli. It offers triggers, heatmaps, fixation plots, API access, and records mouse/keyboard interactions for integrated survey analysis.

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.

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.

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.

Rokoko offers studio‑grade motion‑capture hardware and software—full‑body suits, gloves, and facial rigs—that record, edit, and export motion data to Blender, Unreal, Unity, Maya, and more, with real‑time streaming and quick Wi‑Fi setup.

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.

NeuralBox captures photos instantly via camera, lock‑screen widget, or share extension, auto‑imports screenshots, and offers a scanning mode. AI image recognition and OCR enable keyword searches; similarity browsing groups images by visual traits. Files sync locally or in the cloud.

Be Your Best tracks athlete vision and decision‑making by measuring scan rate during gameplay. It offers real‑time data, progress tracking, leaderboards, and analytics for coaches and analysts to enhance tactical flexibility and possession control.

SelfTact is a personal CRM that uses facial recognition to streamline networking by capturing selfies and gathering contact information. It facilitates follow-ups with pre-written messages and integrates with major platforms, supporting both online and offline networking.

Globe Explorer is an AI-driven platform for data analysis and trend identification, offering robust topic discovery, visual data representations, insightful reports, and collaborative features to enhance research for educators, researchers, and content creators.

Capacities is a note-taking app that organizes thoughts through intuitive objects, fostering collaboration among users. It supports various content types and ensures user privacy with GDPR compliance, enhancing productivity in personal and team environments.

Polar consolidates Shopify, Amazon, and POS data into a single dashboard, leveraging Snowflake for scalable queries. A semantic layer supplies pre‑built metrics, while AI agents deliver tailored insights. Incrementality tests validate marketing impact, and role‑based permissions control team access.

Eclipse AI aggregates customer feedback from multiple sources, delivering real‑time dashboards and AI‑generated insights that highlight pain points, opportunities, and KPI correlations. Its conversational querying speeds decision cycles for marketing, operations, and training teams.

CrowdSnap Protect uses AI to generate survey questions, detect bots, verify identities via blockchain Proof of Humanity, and offers dashboards with export options (CSV, SPSS, Excel, JSON). It supports text, audio, image inputs and meets GDPR standards on Azure.

Webcam Motion Capture tracks hand, face, gaze, lip sync, and upper‑body movements via a standard camera, streaming data through VMC for avatars or game engines and exporting to FBX for 3D animation. Supports Windows, macOS, and mobile offload.

Selfgazer delivers AI‑powered birth chart, weekly horoscopes, tarot, and I Ching readings grounded in Jungian psychology. Its Swiss Ephemeris engine and heuristics framework generate precise, personalized interpretations across astrology, tarot, and other esoteric traditions.

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

Ocular AI unifies multimodal data from cloud, local, and external sources into a single catalog for search, versioning, and AI‑assisted labeling with human‑in‑the‑loop. It supports RLHF, GPU training pipelines, RESTful search API, and role‑based compliance controls.

Gobi is an AI glasses platform offering SENSE⓪ developer kit and SENSE① consumer edition for real-time egocentric multimodal sensing—audio, image, motion—plus developer SDK, on-device processing, secure data workflows, and granular privacy controls.

Be My Eyes links blind and low‑vision users to volunteers worldwide via live video, offering instant visual help. Integrated AI provides automated image descriptions, supporting 180+ languages, smartglasses, and multi‑platform access for real‑time, free assistance.

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

Ecosnap is an AI tool for better plastic recycling using visual recognition and open source code on GitHub.

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.

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

Quick Magic AI Mocap is a camera‑based motion‑capture system that removes sensors and markers, capturing full‑body, hand, and facial motion with frame‑level control and anti‑penetration. It exports FBX, Mixamo, VMD, BIP for Blender, Maya, Unreal, Unity.

DeepSeek OCR is an advanced document intelligence tool that extracts high-resolution text and layout with 97% accuracy. It supports over 100 languages, processes up to 200k pages daily, and preserves complex structures like tables and diagrams.

Secoda centralizes data cataloging, metadata management, and lineage tracking, offering AI‑driven search, query monitoring, and quality scoring. It provides role‑based access, CI/CD impact analysis, and real‑time observability dashboards to streamline workflows.

Capture.dev is a bug reporting tool that simplifies issue reporting with an intuitive toolbar, automatically captures context, and integrates with collaboration tools. It enhances communication and productivity by generating detailed bug reports and annotated playback for efficient resolution.

Photo Location Search uses AI to geolocalize images by analyzing metadata like latitude and longitude. It integrates with Google Maps for detailed insights and fosters community engagement via Discord for collaborative exploration and research.

eSpark is an AI‑driven adaptive learning platform that aligns daily reading and math practice with a district curriculum. It customizes lesson sequences, offers instant feedback, and provides dashboards for teachers and administrators to track mastery and program impact.

Polycam captures high‑precision 3D models of objects, interiors, and outdoor sites using photogrammetry and LiDAR. It generates floor plans, measures areas, and integrates with CAD, Unity, Unreal, Blender, Maya. Ideal for architects, engineers, product designers, and media.

Dovetail's Customer Insights Hub helps product managers and researchers analyze customer feedback through real-time integration with apps like Slack. It offers a searchable repository and AI-driven analysis for qualitative data, enhancing collaboration and informed product decisions.

Insight7 uses AI to convert recorded calls into actionable insights, providing automated analytics, quality scoring, real‑time queue metrics, customer journey mapping, revenue signals, AI coaching, and secure compliance, cutting manual analysis from days to minutes.

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.

Recognito delivers on‑premise and on‑device biometric authentication, offering SDKs for face recognition, liveness detection, and ID document verification that meet NIST standards for banking, healthcare, and government identity use across multiple platforms.

Ultralytics offers a platform for developing and deploying visual AI solutions across industries, utilizing YOLO for advanced data analysis and object detection. Its user-friendly interface aids in efficient training and deployment of machine learning models.

Memento Database is a cross-platform, customizable database application that allows users to manage and organize data without coding. It supports automation, collaboration, and various visualization options, making it suitable for personal and business needs.

Imagga offers APIs for image and video recognition, providing tagging, categorization, smart cropping, background removal, color extraction, face and OCR detection, and custom model training. It supports safe content moderation and visual search for media, e‑commerce, and more.

SnapMeasureAI is a cloud-based AI that creates accurate 3D body measurements from two smartphone photos in under ten seconds, extracting 10,000+ points. It delivers instant, privacy‑protected sizing data to reduce returns and help shoppers find a precise fit.

Capitol AI is a SOC 2‑compliant OS that converts enterprise data into decision‑grade intelligence while keeping it in‑house. It supports any model, automates reports, and integrates PDFs, databases, and APIs with granular roles and no‑code tools for rapid deployment in regulated sectors.

Latitude offers end‑to‑end observability for LLM deployments, recording inputs, outputs, and context. It enables manual annotations, automated error grouping, continuous evaluation, and prompt optimization with GEPA. OTEL telemetry and SDK integrations support major model providers.

Curiosity unifies enterprise data into a knowledge graph, enabling AI‑powered search and assistants across legacy and modern systems. It deploys on‑premises for GDPR compliance, offers fast hybrid search, and reduces response times and error rates.

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.

Canny is a customer feedback management tool that centralizes user input, streamlines feature request tracking, and integrates with project management platforms. It helps teams make informed decisions and communicate updates through customizable roadmaps and changelogs.

Google Maps Extractor collects business data from Google Maps, including names, contact details, and reviews. It offers batch searching and exports data in CSV/XLS formats, aiding local lead generation and market research without coding skills.

Simple Analytics delivers privacy‑first web analytics, capturing only non‑personal data. It offers real‑time dashboards, goal and event tracking, AI chat support, encrypted data, and integrations with GTM, WordPress, and visualization tools.

Groupthink records Zoom, Google Meet, and Microsoft Teams calls, syncing with calendars to create person‑centric profiles that track background, interaction history, commitments, and interests. Its 30‑hour briefings highlight prior discussions, unresolved topics, and key agenda points.

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.

Riyo.ai unifies behavior analytics, capturing events, signals, errors, visitor journeys, session replays, and heatmaps in one dashboard. Teams use this data to improve features, reduce friction, and refine UX, while real‑time error monitoring ensures swift responses.