Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Overview The iBeta Level 2 Dataset is a commercial biometric video dataset produced by the provider, designed to validate biometric systems against advanced presentation…
The 68,405 Videos – Micro-Expression Dataset provides 57 types of subtle facial expressions across diverse populations and environments.
- Volume: 1000+ hours - Rig type 1 (50% of set): Multi-perspective — 3+ camera angles per scene, including one handheld/roaming camera - Rig type 2 (20% of set): Wide /…
Overview The Phone and Webcam Video Dataset is a large-scale multimodal biometric collection produced by the provider, designed to support research in face recognition,…
A curated dataset of CCTV-style video footage designed for weapon detection use cases.
This dataset contains 8 single-camera egocentric household-activity demonstrations captured on head-mounted camera(no robot involved).
This dataset contains 10 multi-view egocentric household-activity demonstrations captured on head-mounted stereo camera and wrist cameras (no robot involved).
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…
A single continuous egocentric demonstration of a person setting a round dining table — laying out plates, bowls and cutlery.
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…
A single continuous egocentric demonstration of a person wrapping a gift — handling wrapping paper, tape and scissors on a work surface.
Large-scale multimedia datasets containing extensive annotated video content across diverse real-world scenarios, designed for multimodal AI experimentation.
1. Specifications Data size : 100,000 id Population distribution : gender distribution: balance gender; race distribution: Caucasians,blacks,Indians,Asians; age…
A collection of first-person videos of various activities with intentional erros.
1. Specifications Data size : 200,000 ID Population distribution : race distribution: Asians, Caucasians, black people; gender distribution: gender balance; age…
1. Specifications Product : Biometric Data Data size : 200,000 ID Race distribution : black people, Caucasian people, brown(Mexican) people, Indian people and Asian…
1. Specifications Data size : 20,000 ID Race distribution : Asian, Caucasian, Black, Brown Gender distribution : male, female Age distribution : from teenagers to the…
1. Specifications Data size : 60,000 ID Population distribution : the race distribution is Asians, Caucasians and black people, the gender distribution is male and…
This egocentric video dataset is a collection of high-quality first-person videos recorded in real work + residential environments across Pakistan at 1080p resolution or…
Knives are small, thin and often half-hidden in a hand, which makes them one of the hardest objects for security cameras to catch.
Fire detection has to work in the first minutes, when the smoke is thin and the flames are small, and it must not alarm on every steam vent or floodlight.
Weapon detection models fail in the real world for two reasons: too few training images of guns seen from real CCTV angles, and too many false alarms on everyday objects.
The Synthetic Strawberry Dataset is a high-quality computer vision training dataset containing photorealistic strawberry images generated through physics-based…