Hello everyone,
I’m working on a project in which I need to detect anomalies in a particular scene (two background scenes). The anomaly could be anything (bolts, pliers, glasses, etc.). However, I have generated synthetic data training with unity because I have very few realistic images and here comes the problem. I was looking throughout different techniques like Domain Adaptation since I need to find a solution that implies training on synthetic and doing inference on real ones, but each of them seems to be focused on the class of the image and thus could fail in finding particular anomaly. I’m not an expert in this field and I’d like to hear an expert’s opinion  since I am a little bit stuck  . thank you very much for you answers!