Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Dataset Overview This 30K Hours multilingual UGC video dataset provides large-scale, real-world video data for developing, training, fine-tuning, and evaluating modern…
This dataset contains 200,000 high-quality GUI interaction sequences (continuous frames) across mobile, tablet, and PC devices, covering scenarios such as desktop…
Specifications: ‣ Volume: 100,000+ hours ‣ Format: 8kHz, mono channel (WAV audio + JSON transcript) ‣ Environment: Studio, podcast-quality recording ‣ Recording content:…
Specifications: ‣ Volume: 100,000+ hours ‣ Format: 8kHz, mono channel (WAV audio + JSON transcript) ‣ Environment: Studio, podcast-quality recording ‣ Recording content:…
The provider delivers diverse AI training datasets with over 5,000 assets in 4K annotated images.
This dataset from the provider contains about 5,000 modular food & cooking clips that can be assembled into full recipe videos.
Unlike passive gameplay videos, this dataset captures synchronized gameplay footage, player inputs, camera movement, game state, event logs, task goals, rewards, and…
The Audio-Video Conversational Dataset is a 4,000-hour collection of synchronized speech and video recordings of people having natural conversations across diverse…
Native Brazilian Portuguese speech recorded by adult contributors across the five regions of Brazil through our web app, on their own phones.
This dataset includes authentic Hindi-language call center conversations between customers and support agents.
The TTS Voice Dataset is a 20,000-hour collection of high-fidelity 48kHz conversational audio recorded globally across numerous languages, regions, accents, and speaker…
Egocentric Dataset- The Egocentric Dataset is a large-scale first-person perspective dataset designed to support the development and evaluation of advanced AI models…
The Egocentric Residential Task Video Dataset is a 100,000-hour collection of high-quality first-person videos recorded in real residential environments across Brazil at…
Specifications: ‣ Volume: 100,000+ hours ‣ Format: 8kHz, mono channel (WAV audio + JSON transcript) ‣ Environment: Studio, podcast-quality recording ‣ Recording content:…
Overview One of the largest libraries of 360-degree, multi-camera 4K POV driving footage in the world: 50,000+ clips and 1,750+ hours from all over North America.
The Industrial First-Person Video Dataset is a 50,000-hour collection of egocentric workplace video capturing real industrial, warehouse, logistics, retail,…
A large-scale collection of real-world user-generated images and videos suitable for AI and machine learning applications.
The provider (Accurate Data Annotator) provides data collection, annotation, and human evaluation services for AI and machine learning development, with access to…
202 People - Multi-angle Lip Multimodal Video Data.
The provider’s MENA Geopolitical News Dataset is a structured, labelled corpus of 55,000+ news items aggregated from 100+ sources across 24 countries in the Middle East…
Overview This API delivers structured, machine-labelled news events from the Middle East and North Africa as a live, queryable feed rather than a static download.
Six egocentric demonstrations of laboratory handling and precision tool use, combining three-view 1080p video at 30 fps, 100 tactile taxels per hand, glove IMUs, and…
The Multimodal Human Manipulation Dataset is a 6,000-hour sensor-rich collection of humans performing physical manipulation tasks with synchronized visual, motion, and…
Data size: 500,000 videos Data resolution: no less than 1080P, no less than 5s, including video and audio.