Suggestions for Image processing platform

Hello Everyone!!

We are working on an application that requires the continuous monitoring of camera output implemented on a stand-alone embedded system, without using a PC

https://www.youtube.com/watch?v=XCsXgCqdAzk

The video shows a powder kept in a tube that liquefies due to its internal reactions over a period of time.

We wanted to analyze this change in state of the powder.

The processor should be able to capture and analyze the images (video stream), during the reaction period, for the change in state taking place.

We want to track the changes in the video frames to analyze the change in the state of the powder without using an additional PC