Security Threat Detection ML Frameworks

Real-time AI systems for detecting weapons, violence, and criminal activity in CCTV/video feeds using computer vision models. Does NOT include general object detection, crime prediction analytics, or non-video-based security systems.

There are 28 security threat detection frameworks tracked. The highest-rated is wondonghyeon/protest-detection-violence-estimation at 41/100 with 185 stars.

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# Framework Score Tier
1 wondonghyeon/protest-detection-violence-estimation

Implementation of the model used in the paper Protest Activity Detection and...

41
Emerging
2 chandran-jr/Violence-Alert-System

🎦A violence detector using MobileNetV2 pretrained model and image...

38
Emerging
3 sukhitashvili/violence-detection

Deep learning based algorithm which is capable of detecting violence in...

30
Emerging
4 shreyash2610/Convolutional-Long-Short-Term-Memory-based-IOT-node-for-Violence-Detection

Abstract— Violence detection has been investigated extensively in the...

29
Experimental
5 Jawabreh0/gun-detection

Basic gun detection algorithm, designed using YOLOv7 with AR-15 guns training data

28
Experimental
6 ash-iiiiish/VIGIl.AI-Violence-WeaponDetectionTool

An AI-Powered System which can detect any type of violence occured in a...

26
Experimental
7 ash-iiiiish/Violence-Detetion-in-CCTV

An AI-Powered System which can detect any type of violence occured in a...

25
Experimental
8 projectRVD/Real-Time-Violence-Detection-with-raspberry-pi

Realtime Violence Detection with Raspberry-pi

25
Experimental
9 usamafayaz/industrial-watch-backend

Industrial Watch is an AI-based system that enhances workplace efficiency...

24
Experimental
10 Divyanshu-RS/Women-Safety-Analytics

Women Safety Analytics is a real-time monitoring system leveraging OpenCV...

23
Experimental
11 Ashwath0102/Violence-Detection-and-Categorization

Deeply Supervised Practical Implementation of Violence Detection from Videos...

22
Experimental
12 rakib-cv/kitchen-utensil-detection-classification-yolov8

YOLOv8-based kitchen utensil detection and classification system for...

22
Experimental
13 cserajdeep/Pose4Gun

Python Codes for Detecting Small Firearms using Hand Landmarks/Keypoints

19
Experimental
14 Group606-DL/Warnify-VisualModel

I3D implemetation in Keras + video preprocessing (rgb and optical flows) to...

18
Experimental
15 usamafayaz/industrial-watch

Industrial Watch is an AI-based system that enhances workplace efficiency...

18
Experimental
16 gangeshbaskerr/Sexual-Harassment-Detection

My main goal is to build an innovative technological solution that could...

17
Experimental
17 engares/MoViNets-for-Violence-Detection-in-Live-Video-Streaming

Violence recognition in streaming video using Transfer Learning and...

16
Experimental
18 mNik033/kitchen-guardian-cv

IoT stove safety system featuring computer vision hazard detection,...

16
Experimental
19 patriciacs99/WeaponDetectionYOLOv5

YOLOv5 is applied here to detect and classify handguns and long guns,...

14
Experimental
20 zomoko/Violence-detector-

Violence & Facial Expression Detection using MediaPipe + Scikit-Learn | Colab Ready 🚀

14
Experimental
21 gdagil/Violence-Detection-in-Surveillance-from-Drones

Violence Detection in Surveillance from Drones

13
Experimental
22 badra022/Automatic-precautionary-guard

automated systems to assist guarding corona Virus precautions for Closed...

12
Experimental
23 PedestrianDynamics/VCNN4PuDe

VCNN4PuDe is a framework for identifying the persons who engage in pushing...

12
Experimental
24 Kumar-laxmi/AI-Violence-Detection-System

It is a real-time AI Violence Detection System

10
Experimental
25 Sherin-SEF-AI/Incident-Detection-System-using-YOLOv8

An Advanced Incident Detection System! I've developed a comprehensive...

10
Experimental
26 omarelsaber/pizza-violation-detection-system

🍕 Enterprise AI-powered Pizza Store Hygiene Monitoring System with Real-time...

10
Experimental
27 PedestrianDynamics/CloudFast-DL4PuDe

A Cloud-based Deep Learning System for Improving Crowd Safety at Event Entrances

10
Experimental
28 silent9669/vn-food-detection

Vietnamese Food Detection System

10
Experimental