Local animals such as buffaloes, elephants, goats, birds, and others frequently kill farm crops. Farmers lose a lot of money as a result. Farmers cannot barricade whole fields or remain on the premises 24 hours a day to guard them. For animal detection and unknown individual detection, we propose a deep learning process. We will create a system to detect wild animals trespassing on agricultural fields as part of this project.