Detecting Weapons using Deep Learning Model
YOLO (You Only Look Once) one-stage real-time object detection in videos and images. YOLOv6 is inspired by YOLOv5 by Ultralytics and is developed by researchers at Meituan. Models are available on https://github.com/meituan/YOLOv6, Using YOLOv6 is quite straightforward (Using google-colab for demo), this can also be done in the local system but please use python version below 3.10 as version 3.10 or above might give error while installing requirement due to non compatibility of onnx-simplifier. One can also create a virtual environment for this task. Finally running script for detection (Current repository supports (image, folder of images) as input for object detection.)
Jul-31-2022, 19:55:08 GMT
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