Fire Videos Data

No one was asked to light a fire for this dataset. Video is taken from people's observations.

Data were collected from 100 subjects, yielding over thousand instances of synchronized data

The package including the videos and the metadata is available for non-commercial, academic research.

Licence plate recognition training model in Europe

These expressions are produced at two levels of emotional intensities (regular and strong) except for the neutral emotion that only contains regular intensity.

Casual Conversations is a large scale multimodal (video + audio) benchmark dataset built to evaluate and audit computer vision and speech models for accuracy across diverse ages, genders, apparent skin tones, and lighting conditions.