Image extraction from FlowCam images


I have a bunch of images from FlowCam (attached an example image). There is a specialized heavy tool/software to extract the individual images from FlowCam image files, however, I was wondering if we can use any Deep Learning/CV algorithm (similar to face detection) to get the images extracted out.
If anyone has any idea or experience with anything similar to this, would appreciate your thoughts and suggestions!



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Would appreciate any thoughts on it