I want to embark on the openCV adventure!
I have a project in mind, but I have a few questions…
Could someone try to answer it please?
imagine a camera vertical to a soccer ball.
this ball is on a lawn (green in principle!)
I can impose the color of the ball eventually.
the goal would be to detect as quickly as possible when a person shoots the ball.
the precise moment when the ball disappears from its initial position.
when the detection is made, activate a logic output.
the system could be on an SBC card such as Nvidia Jetson, Raspberry PI 4, or any other.
the camera can be a fast model (more than 25 frames/seconds).
she could zoom in on the balon in order to see only this one or almost (if necessary).
1/ what would be the reaction time of such a system?
2/ would a POC be feasible in PYTHON with the libraries available in openCV?
3/ a standard camera will provide 25 images/second. i.e. 1 image every 40ms.
by choosing a faster camera, can we obtain a reaction time of the order of a millisecond, or even less?
4/ can you recommend a performing SBC compatible with openCV?
5/ can you recommend a fast USB3 camera compatible with openCV?
thanks for any advice, regards