Browser Based Object Detection ML Frameworks

Real-time object detection applications running in web browsers using TensorFlow.js and pre-trained models like COCO-SSD. Does NOT include server-side detection, image classification, pose/face/gesture detection, or non-detection computer vision tasks.

There are 49 browser based object detection frameworks tracked. 1 score above 50 (established tier). The highest-rated is ZoneMinder/zmeventnotification at 53/100 with 422 stars.

Get all 49 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	ZoneMinder/zmeventnotification Machine Learning powered Secure Websocket & MQTT based ZoneMinder event...	53	Established	422	Perl
2	robmarkcole/tensorflow-lite-rest-server Expose tensorflow-lite models via a rest API using FastAPI	44	Emerging	82	Jupyter Notebook
3	CovenantJunior/motion-detector Motion Detector: A web-based simulation using JavaScript that mimics a...	35	Emerging	7	JavaScript
4	pravastacaraka/next-tfjs-example An example website of usage TensorFlow.js on Next.js + Chakra UI using...	32	Emerging	23	JavaScript
5	cloud-annotations/javascript-sdk Use custom trained Cloud Annotations models with TensorFlow.js	31	Emerging	24	TypeScript
6	charliegerard/washOS Automatic detection of water running to trigger a countdown in the browser	29	Experimental	142	JavaScript
7	mirianfsilva/opencv-with-flask-and-react Frontend application created using react, for a video stream using OpenCV...	29	Experimental	7	JavaScript
8	Vaibhav-kesarwani/Security-Camera-AI AI Security Camera Web App detects unauthorized access and provides...	24	Experimental	3	TypeScript
9	servo-cam/webapp Web-application source code from servocam.org (Javascript). The web...	24	Experimental	1	JavaScript
10	kaiaai/sample-apps Sample robot apps for Kaia.ai platform and Scout robot base	23	Experimental	1	JavaScript
11	Llmsll2/object-some-own-by 🔍 Discover and manage object properties with ease using object-some-own-by,...	23	Experimental	1	JavaScript
12	Husseinhhameed/OBJECTRON-3D-object-detection A web-based implementation of the Media Pipe object detection model for 3D...	23	Experimental	2	JavaScript
13	t-mullen/video-object-detection Realtime object detection with TensorFlow.	23	Experimental	6	JavaScript
14	PlasmaControl/tokeye TokEye is a open-source Python-based application for automatic...	23	Experimental	6	Jupyter Notebook
15	servo-cam/server Server application source code from servocam.org (Python: PC, Windows,...	23	Experimental	2	Python
16	siddharthdeo99/OpenCv_FlaskProject Real-time implementation of Open-Cv projects on the website with FLASK.	23	Experimental	1	CSS
17	CodHelpPlease/chromatic_aberration 🌈 Implement a chromatic aberration filter in JavaScript, enhancing your...	22	Experimental	—	HTML
18	jhikeplays/GlobalEye 📷 Build a GMAX3412 breakout board for Raspberry Pi, featuring a trigger...	22	Experimental	—	HTML
19	mossydidar/Real-Time-Object-Detection-using-Tensorflow.js Real time Object detection through web-camera (PC, Phone, Tablets) using...	21	Experimental	6	JavaScript
20	ichtrojan/Object-Detection Real-time Object Detection using Tensorflow and Javascript	20	Experimental	13	JavaScript
21	epomatti/azure-customvision-objectdetection Azure Cognitive Services Custom Vision using the JavaScript SDK	19	Experimental	—	TypeScript
22	nauyan/Object-Detection-Using-TensorFlow-JS Example built for the training of object detection model using TensorFlow.js...	19	Experimental	5	JavaScript
23	NanoNets/object-detection-sample-nodejs NanoNets Object Detection API Example for Node.js	18	Experimental	7	JavaScript
24	shubham5027/CamvisionAI-Computer-Vision-Based-object-Detection Welcome to our Object Detection project, where we leverage the power of...	17	Experimental	5	TypeScript
25	usamamuneeb/hololens-webvr-holographic-object-detection Detection of real-life objects and holographic labelling using Microsoft Hololens.	17	Experimental	5	JavaScript
26	pottekkat/tfjs-object-detection A real time object detection model in your browser using TensorFlow JS	16	Experimental	2	JavaScript
27	ibrahimjspy/PointOfFocus This project focuses on identifying the most attention-grabbing regions in...	15	Experimental	8	Python
28	gmalik9/Video-classification-with-MTurk-Flask System to run video classification experiments with Amazon's Mechanical Turk...	15	Experimental	2	HTML
29	Alhashmi-creator/AI-Object-Detection A web AI object detection	15	Experimental	8	JavaScript
30	NadavIs56/FindMyGlasses-YOLOv8-RaspberryPi Combining computer vision, deep learning, and IoT: A YOLO-powered solution...	15	Experimental	2	—
31	sumimhasan/PixDetect an efficient and reliable system for image detection	14	Experimental	3	Python
32	thomasnynas12/fursuit-detector-web [Unmaintained] Detects fursuit pictures with AI	14	Experimental	4	TypeScript
33	omugale21/blind-assistance-system Real-time object detection and voice assistance system for visually impaired...	14	Experimental	—	Python
34	jpgold830/ai-object-detection A web AI object detection	14	Experimental	1	JavaScript
35	wakrson/wiys Real-time object detection served from Google Cloud, streamed to the browser...	14	Experimental	—	Python
36	gunanetworkglobal-ux/ai-image-detector AI Image Detector using TensorFlow, Flask and MobileNetV2 that detects...	14	Experimental	—	Python
37	fusky-labs/fursuit-detector-web [Unmaintained] Detects fursuit pictures with AI	13	Experimental	7	TypeScript
38	kalmufti/tfjs-webcam Multiple object detection using Webcam and the COCO-SSD pre trained model in...	12	Experimental	4	JavaScript
39	ThinkingBalloon/WhiteChristmas On-Device Object Detection on Meta Quest	12	Experimental	3	C#
40	5sControl/machine-control-js Automatically detect when a worker is absent using power of computer vision	11	Experimental	—	JavaScript
41	5sControl/operation-control-js Automatically detect when operation was done incorrectly using power of...	11	Experimental	—	JavaScript
42	hashaam-zahid/ai-object-detection-camera This project features a real-time object detection camera.	11	Experimental	2	CSS
43	XynoxTheDev/A468 Object Recognition & Manipulation Program	11	Experimental	2	CSS
44	nikmace/object-detection TensorFlow Object Detection w/ React	11	Experimental	2	JavaScript
45	rabuhr/LaxCheckBeta ML/Ai Lacrosse Head Identifer + Analysis	11	Experimental	—	TypeScript
46	Jeevanm2004/ai-vision-detector Real-time object detection web app using TensorFlow.js and COCO-SSD model....	11	Experimental	—	TypeScript
47	001kenji/AR-Object-Detection By leveraging AI, this AR Object Detection system combines computer vision...	11	Experimental	—	JavaScript
48	Valkorz/emgu-object-detector Object detector for Emgu.CV, currently using the default OpenCV training...	10	Experimental	1	C#
49	BKAR-Jetson-Self-driving-vehicle/BKAR-GUI-Control BKAR Control GUI with Flask Python	10	Experimental	1	JavaScript

Comparisons in this category

video-object-detection and Object-Detection (23 vs 20) Real-Time-Object-Detection-using-Tensorflow.js and Object-Detection (21 vs 20)