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Neural Filter

No less than 1000 frames containing objects of interest in given scene conditions, and the same amount of footage containing no objects (background footage).

Neural Tracker

3 to 5 minutes of video containing objects of interest in given scene conditions. The more the number and variability of the situations in the scene, the better.

Posture detection tools

10 seconds of video of a scene with no persons.

No less than 100 different persons in given scene conditions.

Attention! Different conditions mean, among others, different postures of an individual in scene (tilting, different limbs patterns, etc.).

Equipment detection tool (PPE)Personal protective equipment detection tools 

A list of all reference equipment with examples should be collected from the object and agreed with the analytics manufacturer (see Example of providing a list of valid equipment at the facility).

Several video recordings 3-5 minutes each with personnel in the given scene conditions.

Personnel should move and change posture in the collected video recordings, as well as remove and put on equipment at intervals of 30 seconds.

Since the Equipment detection tool (PPE) is Personal protective equipment detection tools are designed for artificial constant lighting, video recordings in other lighting conditions are not required.

Food recognition *

Images of at least 80% of the actual menu items should be provided. Each menu item requires 20 to 40 images shot in different conditions.