IronSight-Alert

Detects guns in images utilizing Convolutional Neural Networks via the YoloV7 Model. Alerts can be enabled. This works on both images and videos with a goal of being used in security camera feeds to warn of gunmen.

Disclaimer: I didn't make the dataset this AI was trained on; all credit goes to the orignial authors.

Dataset Citation:

Authors: Delong Qi, Weijun Tan, Zhifu Liu, Qi Yao, and Jingfeng Liu

Title: "A Dataset and System for Real-Time Gun Detection in Surveillance Video Using Deep Learning”

Journal: https://arxiv.org/abs/2105.01058 (arXiv.2105.01058)

Year: 2020

Examples:

Here are some random images of guns. You can see IronSight Alert has boxed them off and labeled each detected gun.

Alerts

SMS Alerts can be enabled by providing the parameter --send_alert True. Once the alert server is setup and Twilio account information is provided in the .env file, alerts can be sent.

Example Alerts:

Weights

Weights for the AI model can be downloaded here.

9 epochs (best)

5 epochs

12 epochs