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Firearm_Detector_v2

Motivation

To detect firearms and enhance capabilities of cctv based security systems, in images, videos, and in real time.

Requirements

Python 3.8 or above with all requirements dependencies installed. To install run:

$ pip3 install -r requirements.txt

Downloads weights from here and put them in the root of this directory:

Google Drive Link: https://drive.google.com/file/d/13ZwaPrg_OdhZKCPIhWHAAxDc1tNE4lSj/view?usp=sharing

rename the weights to "yolov3.weights"

To run for images

$ python3 images.py

To run for videos

$ python3 video.py

To run in real-time

$ python3 realtime.py

Image result:

Video result:

Real-time result:

(used phone as a webcam and made it detect firearms in random images on the internet and youtube videos)

Might Do

• Try out Yolo v4 and v5
• Add training notebook to the repository

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