Sounds like a problem which YOLO can solve pretty easily , i.e object detection and classification, transfer learning, etc. Try downloading a pre-trained model

Sounds like a problem which YOLO can solve pretty easily , i.e object detection and classification, transfer learning, etc. Try downloading a pre-trained model, and play around with that. (The other replies have outlines what you need to focus on)