Hyperspeed Optical Automatic Detection System

• Constructed an algorithm framework using an improved YOLOv5s model as the core algorithm, complemented by a developed difference value hashing pooling algorithm.
• Developed the front end using PySide6 and QSS and processed the dataset using the Roboflow platform.
• Leveraged the edge computing approach to build a comprehensive edge computing system on devices like Nvidia Jetson Nano to enable efficient software execution.