Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Data size: 500,000 videos Data resolution: no less than 1080P, no less than 5s, including video and audio.
A single continuous egocentric demonstration of a person opening a cardboard box with a utility knife and unpacking its contents.
A single continuous egocentric demonstration of a person painting a window trim with a brush on an outdoor building exterior — loading the brush, applying paint along…
Data size: 10,000 Hours,including high quality data 1000h (Chinese and English) Data format: The video format is commonly used formats such as MP4, and the annotation…
A single continuous egocentric demonstration of a person unpacking and assembling a camera tripod — removing it from its bag, extending and locking the legs, and…
What this dataset is the provider licenses real job interview recordings captured on its own AI interviewer platform, used by 4,000+ companies.
Clean-licensed Indonesian conversational speech, without the gray zones.
The language of West Java is not a language — it is two, braided sentence by sentence.
Specifications: ‣ Volume: 100,000+ hours ‣ Format: 8kHz, mono channel (WAV audio + JSON transcript) ‣ Environment: Studio, podcast-quality recording, call center audio ‣…
Comprehensive dental clinical dataset sourced from a licensed Ukrainian dental clinic with full-spectrum capabilities: surgical, prosthetic, endodontic, restorative, and…
Frontier models read historical Urdu Nastaliq with high confidence and frequent mistakes.
A single continuous egocentric demonstration of a person wrapping a gift — handling wrapping paper, tape and scissors on a work surface.
ACN's Custom Data Collection Service gives AI teams a single counterparty to acquire, process, enrich, and deliver bespoke audio and video training data to any…
ACN's Custom Data Generation Service produces bespoke, real recorded audio and video training data to precise buyer specification.
Most agent datasets get cleaned up before they reach the buyer.
A clean, first-party captured multimodal visual dataset designed specifically for computer vision (CV), machine learning (ML), and artificial intelligence model training.
This dataset provides a curated, normalized collection of multi-step AI agent execution traces extracted from heterogeneous real-world archives.
With the provider’s Business Listings Data, you can get accurate and fresh multi-source company records.
Clinical Finding & Diagnostic Reports The Clinical Finding & Diagnostic Reports dataset is a comprehensive collection of anonymized diagnostic reports spanning multiple…
The provider provides commercially licensable multi-view drone imagery and associated reconstructed 3D and geospatial data.
What this dataset is the provider licenses real job interview audio captured on an AI interviewer platform used by 4,000+ companies.
The Global Research Thesis Corpus for AI Model Training is a large-scale academic dataset containing extensive collections of thesis and dissertation documents across…
Specifications: • Scope: Any modality — audio & speech, video & image, embodied AI/egocentric, 3D & spatial, generative media, text & multimodal • Sourcing: Proprietary…
Off-the-shelf manipulation datasets rarely match the exact task, objects, or environment your policy needs.