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For the model I'm looking for a good advise. Now I'm trying to load it up to no-code ML app called lobe.ai. It worked satisfactory for 7 items and screenshots (instead of photos). The first prototype dataset also didn't have position, size, blur and perspective variations.
Instead of an app, you could make a mobile website that uses the camera to capture the item like the cyberpunk hacking helper website: https://govizlora.github.io/optical-breacher