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	Stars	Language
1	wondonghyeon/protest-detection-violence-estimation Implementation of the model used in the paper Protest Activity Detection and...	41	Emerging	185	Jupyter Notebook
2	chandran-jr/Violence-Alert-System 🎦A violence detector using MobileNetV2 pretrained model and image...	38	Emerging	82	Jupyter Notebook
3	sukhitashvili/violence-detection Deep learning based algorithm which is capable of detecting violence in...	30	Emerging	97	Jupyter Notebook
4	shreyash2610/Convolutional-Long-Short-Term-Memory-based-IOT-node-for-Violence-Detection Abstract— Violence detection has been investigated extensively in the...	29	Experimental	10	Jupyter Notebook
5	Jawabreh0/gun-detection Basic gun detection algorithm, designed using YOLOv7 with AR-15 guns training data	28	Experimental	16	Python
6	ash-iiiiish/VIGIl.AI-Violence-WeaponDetectionTool An AI-Powered System which can detect any type of violence occured in a...	26	Experimental	5	Python
7	ash-iiiiish/Violence-Detetion-in-CCTV An AI-Powered System which can detect any type of violence occured in a...	25	Experimental	3	Jupyter Notebook
8	projectRVD/Real-Time-Violence-Detection-with-raspberry-pi Realtime Violence Detection with Raspberry-pi	25	Experimental	27	Jupyter Notebook
9	usamafayaz/industrial-watch-backend Industrial Watch is an AI-based system that enhances workplace efficiency...	24	Experimental	4	Python
10	Divyanshu-RS/Women-Safety-Analytics Women Safety Analytics is a real-time monitoring system leveraging OpenCV...	23	Experimental	6	Python
11	Ashwath0102/Violence-Detection-and-Categorization Deeply Supervised Practical Implementation of Violence Detection from Videos...	22	Experimental	9	Jupyter Notebook
12	rakib-cv/kitchen-utensil-detection-classification-yolov8 YOLOv8-based kitchen utensil detection and classification system for...	22	Experimental	—	Python
13	cserajdeep/Pose4Gun Python Codes for Detecting Small Firearms using Hand Landmarks/Keypoints	19	Experimental	—	Jupyter Notebook
14	Group606-DL/Warnify-VisualModel I3D implemetation in Keras + video preprocessing (rgb and optical flows) to...	18	Experimental	8	Jupyter Notebook
15	usamafayaz/industrial-watch Industrial Watch is an AI-based system that enhances workplace efficiency...	18	Experimental	3	JavaScript
16	gangeshbaskerr/Sexual-Harassment-Detection My main goal is to build an innovative technological solution that could...	17	Experimental	13	Jupyter Notebook
17	engares/MoViNets-for-Violence-Detection-in-Live-Video-Streaming Violence recognition in streaming video using Transfer Learning and...	16	Experimental	16	Jupyter Notebook
18	mNik033/kitchen-guardian-cv IoT stove safety system featuring computer vision hazard detection,...	16	Experimental	—	Python
19	patriciacs99/WeaponDetectionYOLOv5 YOLOv5 is applied here to detect and classify handguns and long guns,...	14	Experimental	7	Jupyter Notebook
20	zomoko/Violence-detector- Violence & Facial Expression Detection using MediaPipe + Scikit-Learn \| Colab Ready 🚀	14	Experimental	—	Jupyter Notebook
21	gdagil/Violence-Detection-in-Surveillance-from-Drones Violence Detection in Surveillance from Drones	13	Experimental	5	—
22	badra022/Automatic-precautionary-guard automated systems to assist guarding corona Virus precautions for Closed...	12	Experimental	—	C
23	PedestrianDynamics/VCNN4PuDe VCNN4PuDe is a framework for identifying the persons who engage in pushing...	12	Experimental	3	Jupyter Notebook
24	Kumar-laxmi/AI-Violence-Detection-System It is a real-time AI Violence Detection System	10	Experimental	1	Python
25	Sherin-SEF-AI/Incident-Detection-System-using-YOLOv8 An Advanced Incident Detection System! I've developed a comprehensive...	10	Experimental	3	Python
26	omarelsaber/pizza-violation-detection-system 🍕 Enterprise AI-powered Pizza Store Hygiene Monitoring System with Real-time...	10	Experimental	1	HTML
27	PedestrianDynamics/CloudFast-DL4PuDe A Cloud-based Deep Learning System for Improving Crowd Safety at Event Entrances	10	Experimental	1	Jupyter Notebook
28	silent9669/vn-food-detection Vietnamese Food Detection System	10	Experimental	3	—

Comparisons in this category

violence-detection and Violence-Detection-and-Categorization (30 vs 22) violence-detection and Violence-Detetion-in-CCTV (30 vs 25) VIGIl.AI-Violence-WeaponDetectionTool and Violence-Detetion-in-CCTV (26 vs 25)