Bahay Kubounty is an innovative app built using Flutter and powered by the YOLOv5 algorithm. It utilizes machine learning to detect local fruits and vegetables through real-time image recognition. The app then suggests various recipes that users can cook based on the detected produce. This helps users make the most of their available ingredients. The seamless integration of Flutter and YOLOv5 ensures a user-friendly experience with accurate detection.