Our goal was simple but ambitious: build a system that automatically detects whether fruits are fresh or rotten using nothing more than a budget IoT camera and a cloud-hosted AI model.

This project simply show a camera within OpenCV library used with C++

A fine tuned YOLO11 model up to 100 epochs. This custom dataset based fine tuned yolo11s is down streamed on the task of traffic signals detection in both images, videos. Furthermore, the model has been exported to the ONNX format as well. You may export it to your desired serialization format.