Comment by Jtsummers
9 years ago
Could you artificially vary the background of your current training set to create a larger and more varied set of backgrounds to train against initially. That is, if it's a uniform color or pattern just treat it like a green screen. Then use real photos with different background and lighting conditions to refine it later?
Yes, this is possible, already I know with fairly large accuracy where the part is in the image and changing or texturing the background is possible. But the optical setup is quite complex and hard to replicate with a smartphone, that would need some work.