implemented advanced Convolutional Neural Networks (CNN) models such as R-CNN and Faster R-CNN with a ResNet50 backbone. This project involves leveraging cutting-edge techniques for real-world applications. We utilized various techniques to fine-tune these models, ensuring high accuracy and robust performance. This endeavor highlights our commitment to tackling significant challenges through innovative AI solutions