Home Security AI ML Frameworks

AI-powered surveillance and intrusion detection systems for residential properties, including object detection, real-time alerting, and edge deployment. Does NOT include border/industrial surveillance, general anomaly detection frameworks, or smart home automation beyond security.

There are 48 home security ai frameworks tracked. The highest-rated is Pavankunchala/Work-Showcase at 37/100 with 78 stars.

Get all 48 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=home-security-ai&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	Pavankunchala/Work-Showcase Deep Learning and Computer Vision Applications using Streamlit	37	Emerging	78	Python
2	sumedh2424/Suspicious-Activity-Detection Proposing a novel machine learning-based approach for real-time suspicious...	35	Emerging	10	Python
3	sanchit2843/Videoclassification Crime detection in cctv footage using deep learning	30	Emerging	99	Jupyter Notebook
4	amurto/gearstalk Textile Detection from CCTV Surveillance videos	29	Experimental	6	TypeScript
5	kivancgunduz/expiration-date-detection An API that detect expiration date from the product package's picture based...	29	Experimental	12	JavaScript
6	ChiragAgg5k/suraksha-ai SuRक्षा - AI Powered Home Security and Surveillance System	28	Experimental	6	HTML
7	ctkqiang/YanJiAI 眼迹AI是一套集成了面部识别和物体检测功能的系统，它能够实时监控环境并在检测到危险情况时自动向服务器发送警报，从而迅速通知当局应对风险。对于司机而言，时常...	28	Experimental	16	Python
8	daslearning-org/ai-surveillance An Offline AI powered android app which can detect any human using the phone...	26	Experimental	2	Python
9	jainilgupta02/Border-Surveillance-Project 🛡️ AI-Powered Border Surveillance System \| Real-Time Anomaly Detection +...	26	Experimental	6	Python
10	oliverbravery/3D-Print-Sentinel Docker-based 3D print monitoring with Home Assistant, OctoPrint, machine...	25	Experimental	60	Python
11	NikhilKalloli/Face-Recognition A Streamlit web application for face recognition using a pre-trained YOLO...	25	Experimental	28	Python
12	CtacPyc/AI-Home-Guardian 📷 Transform old devices into a smart security system with AI-driven face...	24	Experimental	2	—
13	oceands/Project_Foresight Foresight: Real-time CCTV 📹 anomaly detection and incident prediction....	24	Experimental	20	JavaScript
14	xinsaa/PiLENS-Real-Time-AI-Based-Suspicious-Activity-Detection-with-NightVision-on-Raspberry-Pi 👁 Detect suspicious activity in real-time with AI-powered night vision...	23	Experimental	1	Python
15	laninh-tech/Edge-AI-Security-Monitoring-System Real-time edge AI security monitoring platform using YOLOv8, OpenCV, and an...	22	Experimental	—	TypeScript
16	Spectrematozoide/Tonys-Onvf-RTSP-Server 🎥 Bridge RTSP cameras into NVRs like UniFi Protect, giving each camera a...	22	Experimental	—	Python
17	SMQuadri/InsightAI Artificial intelligence powered real-time video analytics software for retail stores	22	Experimental	13	Python
18	priyank5548/chakravyuh_ai Border Defence & Surveillance Intelligence Dashboard — YOLOv8 object...	22	Experimental	—	JavaScript
19	Meightem/PrintGuard Home Assistant Addon to locally detect 3D printing failures using a MJPEG...	22	Experimental	—	Python
20	Tuteliq/child-safety-implementation-guide Child safety implementation guide for platform developers. Add behavioral...	22	Experimental	—	—
21	Matta-Labs/moonraker-mattaos Connect your Klipper printer to MattaOS and join us in creating AI-powered...	20	Experimental	16	Python
22	HitanDubey/CampusGuardAI-An-AI-Driven-Real-Time-Surveillance-Framework-for-Proactive-Campus-Security CampusGuardAI: AI-powered real-time campus security system. Detects fights,...	19	Experimental	—	—
23	Steve087/2023-2027_BATCH_CSD334_06_HAWKEYE A multimodal video anomaly detection system (Hawkeye) using React,...	19	Experimental	—	TypeScript
24	Brandi-Kinard/opencv-intrusion-detection A Python notebook demonstrating an Intrusion Detection System for...	18	Experimental	5	Jupyter Notebook
25	BiDAlab/ChildCIdb_v1 Child-Computer Interaction database (ChildCIdb v1): Tasks and Video Demonstration	18	Experimental	5	—
26	TI-3D/iSentry Aplikasi iSentry adalah solusi pengawasan rumah yang dirancang untuk...	17	Experimental	2	Dart
27	yashgaherwar/Intruder_Detection_And_Automatic_Email_Alerting_System Intruder Detection System is helpful for maintaining the Security of the...	17	Experimental	2	HTML
28	sk-sanju/ai-security-system.io This project is an AI-powered security monitoring system built using Python...	16	Experimental	1	Python
29	xogie/Security-Camera-w-AI YOLOv8 handles real-time object detection, spotting people, vehicles, and...	15	Experimental	8	Python
30	3liYounis/Theft-Detection-System Computer Vision & Deep Learning models for tracking user behavior in shops,...	15	Experimental	1	Python
31	yashjadon755/C.H.I.L.D. 🛡️ Enhance child safety with C.H.I.L.D., a localized system for monitoring...	14	Experimental	—	—
32	stuomas/TheNoodleSnoop 3D print failure detection server	13	Experimental	8	Python
33	ajsb85/blindspot.ai Blind Spot Warning (BSW) system	13	Experimental	6	—
34	karinzaa/JunctionKanshi Image processing AI base traffic monitoring and management.	13	Experimental	2	HTML
35	velapoojitha/Omnishield_AI Intelligent AI-driven security surveillance system using YOLOv8 and Flask....	12	Experimental	1	HTML
36	Prophet-Barnes/Intruder-Detection-and-Alert-System The project deals with face recognition using CNN to detect whether a person...	12	Experimental	1	Jupyter Notebook
37	Matta-Labs/octoprint-mattaos Connect OctoPrint to MattaOS and join us in creating AI-powered closed-loop...	12	Experimental	13	Python
38	waasiq/adventure-nest Fullstack property rental website with deep learning object detection module	11	Experimental	2	C#
39	echo-devim/pyalarmguard Python project for home security	11	Experimental	2	Python
40	diptenl/child-safety-system 👶 Enhance child safety with our AI-driven system, providing real-time...	11	Experimental	—	—
41	engrmaziz/overwatch-ai A cinematic AI command center leveraging Gemini 2.5 Flash to detect...	11	Experimental	—	TypeScript
42	SelvaGanapathy95/Theft_detection_and_Smart_Warning_AI_System_Using_Computer_Vision_Model The aim of this project is to pave the way to explore the application of...	11	Experimental	—	Jupyter Notebook
43	Sherin-SEF-AI/VisionAI-Aegis Enterprise-grade AI-powered video surveillance and analytics platform.	11	Experimental	—	Python
44	01HakanGunes/gatekeeper An autonomous AI security gate system using multi-agent orchestration and...	11	Experimental	—	Python
45	TheofanisL/Smart-Home-AI-Edge Smart home access control system hosted on a single-board computer. It...	11	Experimental	—	Python
46	Omanshu209/Securo-IoT AI based security system!	11	Experimental	2	Jupyter Notebook
47	uzayr-iqbal-hamid/crime-detection-flask Real‑time crime detection system using VideoMAE, Flask, async camera...	10	Experimental	4	HTML
48	roomaustin/CHILD_PROTECTION_SERVICES CHILD_PROTECTION_SERVICES	10	Experimental	1	—