Deploying deep learning models for real-time visual tasks like fruit ripeness classification in smart agriculture is challenging due to edge hardware constraints. This research presents an optimized lightweight object detection model for edge deployment, demonstrated through a tomato ripeness …

Learn to deploy AI on edge devices! We build a baseline YOLOv11n model for visual classification and benchmark its performance, setting the stage for crucial optimization for Raspberry Pi, Jetson, and more.

Learn to deploy AI on edge devices! We build a baseline YOLOv11n model for visual classification and benchmark its performance, setting the stage for crucial optimization for Raspberry Pi, Jetson, and more.