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deep_soli

This is an attempt to train the model using deep soli (google) data provided by ETH group: you can find details about dataset here:

https://github.com/simonwsw/deep-soli

This project uses Google's Project Soli sensor.

Soli is a new sensing technology that uses miniature radar to detect touchless gesture interactions.

Soli sensor image

Soli sensor technology works by emitting electromagnetic waves in a broad beam. Objects within the beam scatter this energy, reflecting some portion back towards the radar antenna. Properties of the reflected signal, such as energy, time delay, and frequency shift capture rich information about the object’s characteristics and dynamics, including size, shape, orientation, material, distance, and velocity.