YOLOv3 COCO Inference Web Service for Intel® Movidius NCS2

Intro

This project is made to run on a Raspberry Pi, though it should run on any linux device that has OpenVINO and NCS2 support.

Dependencies

coco.names
wget https://raw.githubusercontent.com/pjreddie/darknet/master/data/coco.names

frozen_darknet_yolov3_model.xml
frozen_darknet_yolov3_model.bin

YOLOv3 Darknet model (trained on coco dataset) in IR format for Intel Movidius.
original models: https://pjreddie.com/darknet/yolo/

Tutorial to convert models to Intel Movidius IR http://www.keymolen.com/2020/04/run-yolov3-on-raspberry-pi-with-intel.html

Run

python3 movidius-inference-server.py