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 34 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 34 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	pravastacaraka/next-tfjs-example An example website of usage TensorFlow.js on Next.js + Chakra UI using...	39	Emerging	23	JavaScript
4	cloud-annotations/javascript-sdk Use custom trained Cloud Annotations models with TensorFlow.js	38	Emerging	24	TypeScript
5	Vaibhav-kesarwani/Security-Camera-AI AI Security Camera Web App detects unauthorized access and provides...	31	Emerging	3	TypeScript
6	siddharthdeo99/OpenCv_FlaskProject Real-time implementation of Open-Cv projects on the website with FLASK.	30	Emerging	1	CSS
7	Husseinhhameed/OBJECTRON-3D-object-detection A web-based implementation of the Media Pipe object detection model for 3D...	30	Emerging	2	JavaScript
8	t-mullen/video-object-detection Realtime object detection with TensorFlow.	30	Emerging	6	JavaScript
9	charliegerard/washOS Automatic detection of water running to trigger a countdown in the browser	29	Experimental	142	JavaScript
10	mossydidar/Real-Time-Object-Detection-using-Tensorflow.js Real time Object detection through web-camera (PC, Phone, Tablets) using...	28	Experimental	6	JavaScript
11	ichtrojan/Object-Detection Real-time Object Detection using Tensorflow and Javascript	27	Experimental	13	JavaScript
12	PlasmaControl/tokeye TokEye is a open-source Python-based application for automatic...	27	Experimental	6	Jupyter Notebook
13	nauyan/Object-Detection-Using-TensorFlow-JS Example built for the training of object detection model using TensorFlow.js...	26	Experimental	5	JavaScript
14	kaiaai/sample-apps Sample robot apps for Kaia.ai platform and Scout robot base	25	Experimental	1	JavaScript
15	Llmsll2/object-some-own-by 🔍 Discover and manage object properties with ease using object-some-own-by,...	24	Experimental	1	JavaScript
16	NadavIs56/FindMyGlasses-YOLOv8-RaspberryPi Combining computer vision, deep learning, and IoT: A YOLO-powered solution...	22	Experimental	2	—
17	gmalik9/Video-classification-with-MTurk-Flask System to run video classification experiments with Amazon's Mechanical Turk...	22	Experimental	2	HTML
18	ibrahimjspy/PointOfFocus This project focuses on identifying the most attention-grabbing regions in...	21	Experimental	8	Python
19	epomatti/azure-customvision-objectdetection Azure Cognitive Services Custom Vision using the JavaScript SDK	21	Experimental	—	TypeScript
20	fusky-labs/fursuit-detector-web [Unmaintained] Detects fursuit pictures with AI	20	Experimental	7	TypeScript
21	thomasnynas12/fursuit-detector-web [Unmaintained] Detects fursuit pictures with AI	20	Experimental	4	TypeScript
22	nikmace/object-detection TensorFlow Object Detection w/ React	18	Experimental	2	JavaScript
23	hashaam-zahid/ai-object-detection-camera This project features a real-time object detection camera.	18	Experimental	2	CSS
24	BKAR-Jetson-Self-driving-vehicle/BKAR-GUI-Control BKAR Control GUI with Flask Python	17	Experimental	1	JavaScript
25	gunanetworkglobal-ux/ai-image-detector AI Image Detector using TensorFlow, Flask and MobileNetV2 that detects...	14	Experimental	—	Python
26	rabuhr/LaxCheckBeta ML/Ai Lacrosse Head Identifer + Analysis	13	Experimental	—	TypeScript
27	Valkorz/emgu-object-detector Object detector for Emgu.CV, currently using the default OpenCV training...	12	Experimental	1	C#
28	andreyfsch/workload-detection REST API to provide image URLs and store agent provided features. The goal...	11	Experimental	—	JavaScript
29	radhika-sivarajan/ai-object-detection IBM Watson Object detection with Tensor flow and React	11	Experimental	—	JavaScript
30	eleonne/maskdetector Small project to demonstrate tensorflowjs + ReactNative + loading trained models	11	Experimental	—	Jupyter Notebook
31	juandes/team-rocket-activations-app Visualizing activation maps and using object detection models with...	11	Experimental	4	JavaScript
32	dilums/huggingface-object-detecton Object detection app with Next.js and Hugging Face Inference API	11	Experimental	—	TypeScript
33	WeslenLakins/tensorflow-js-magic-trick Exploring real-time visual modifications in web browsers with tensorflow.js.	11	Experimental	—	JavaScript
34	Abhishek010397/FlaskCV2-MultiCam-Analysis Flask based WebApp to View Multi-Cameras at single page and also provide...	10	Experimental	2	Python

Comparisons in this category

video-object-detection and Object-Detection (30 vs 27) Real-Time-Object-Detection-using-Tensorflow.js and Object-Detection (28 vs 27) video-object-detection and Real-Time-Object-Detection-using-Tensorflow.js (30 vs 28)