Abstract: Object Detection is commonly ... build a system with the Raspberry Pi Microcontroller and NVIDIA Jetson Nano to extract names and prices, shapes, sizes, and colors of food items. The model ...

benchncnn 8 4 0 loop_count = 8 num_threads = 4 powersave = 0 gpu_device = -1 cooling_down = 1 shufflev2-yolov5 min = 90.86 max = 93.53 avg = 91.56 shufflev2-yolov5-int8 min = 83.15 max = 84.17 avg = ...

Abstract: Object detection ... develops a detection model using local datasets to reflect real-world conditions. It achieved balanced improvements in frames per second (fps) and mean Average Precision ...