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Smart Inventory Management System

MCES 2022

Description

This repo contains inference for YOLOv3 in Python. Training is done on Ubuntu linux OS with CUDA installed by following this repo https://github.com/AlexeyAB/darknet. Credit to Joseph Redmon for YOLO (https://pjreddie.com/darknet/yolo/) and to Adrian Rosebrock for the Opencv implementation. This work is based on (https://www.pyimagesearch.com/2018/11/12/yolo-object-detection-with-opencv/).

Testing

  1. Download weights from (https://www.dropbox.com/sh/162cuh5thdq3y7s/AABIockk1W4IdQWK2XYYXnDCa?dl=0) and put them to yolo-data folder.
  2. Run yolo.py

Results

alt text Products on table alt text Detections

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  • Python 59.0%
  • CSS 22.9%
  • HTML 18.1%