Fire Videos Data

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

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.

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

Each video contains some number of procedure steps to fulfill a recipe. All the procedure segments are temporal localized in the video with starting time and ending time. The distributions of 1) video duration, 2) number of recipe steps per video, 3) recipe segment duration and 4) number of words per sentence are shown below.

Real-World Activities of Daily Living

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