Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
1. Overview the provider has off-the-shelf 1 million videos of multimodal data, including multi-style video, lip syn, emotion video and etc.
This dataset contains more than 3000 videos of partially or fully naked people, with detailed annotations of body parts in various moments of each video.
A diverse collection of animation in various genres.
Collection of raw, unprocessed movie footage, and unedited video files.
2,000 robot manipulation episodes with multi-camera video, robot joint states, gripper states, action trajectories, object labels, task phases, and success/failure…
The 100K+ Hours STEM Classroom Video Dataset is a comprehensive collection of classroom videos of 100K+ hours in Science, Technology, Engineering, and Mathematics (STEM)…
A collection of 4k and higher‐resolution short videos (15–30 seconds), across domains like sports, business, health, medicine, drone footage, work‐from‐home scenarios,…
A diverse collection of animation in various genres.
A diverse collection of animation in various genres.
A collection of cinematic videos including tv series and movies in various genres.
A collection of user-generated videos, including dashcam footage of traffic collisions, accidents, driving failures, animal encounters, news events, weather conditions,…
Most game image collections are messy. The same cover appears five times at different sizes, low-resolution thumbnails sit next to scans, and images are labeled by…
Language models know a lot about popular games and very little about everything else.
A dataset consisting of AI-generated videos sampled at 1fps with frame-level scene description captions.
The provider creates bespoke visual datasets tailored to the specific requirements of your AI, machine learning or computer vision project.
A collection of behavioral analysis footage focused on elderly care and monitoring recorded using cctv.
Collection of egocentric videos capturing individuals performing a variety of indoor and outdoor activities and two angles and third-persion view.
A collection of e-learning multimedia lessons for medical professionals.
A diverse collection of animation in various genres.
4k video clips derived from 8k originals, footage corresponding high-resolution photographic stills, and an extensive 8k raw footage archive
A voice command dataset for instructing robots or automated equipment in manufacturing, logistics, and industrial environments.
A video dataset of Pick-Place-Recover actions using various objects in everyday environments for Physical AI model training.
A video dataset collected for training Physical AI models in manufacturing environments.
A collection of produced stock videos covering a wide range of themes and domains, including lifestyle, family, medical, healthcare, technology, business, animation, etc.