Real Time Object Detection Computer Vision Tools

There are 45 real time object detection tools tracked. 3 score above 50 (established tier). The highest-rated is ModelDepot/tfjs-yolo-tiny at 60/100 with 534 stars and 74 monthly downloads.

Get all 45 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=computer-vision&subcategory=real-time-object-detection&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	ModelDepot/tfjs-yolo-tiny In-Browser Object Detection using Tiny YOLO on Tensorflow.js	60	Established	534	JavaScript
2	google-research-datasets/Objectron Objectron is a dataset of short, object-centric video clips. In addition,...	57	Established	2,325	Jupyter Notebook
3	sthanhng/yoloface Deep learning-based Face detection using the YOLOv3 algorithm...	51	Established	469	Python
4	AutoPTZ/autoptz AI Tracking Solution for Any PTZ Cameras	46	Emerging	87	Python
5	OlafenwaMoses/DeepStack_ExDark A DeepStack custom model for detecting common objects in dark/night images...	45	Emerging	124	Python
6	surya-veer/movement-tracking UP - DOWN - LEFT - RIGHT movement tracking.	42	Emerging	367	Python
7	harvard-edge/Wake_Vision The code used to generate the Wake Vision dataset for person detection	40	Emerging	15	Python
8	LookAtMe-Genius-Cameraman/T_System the moving objects tracking system via two axis camera motion (and as...	39	Emerging	19	Python
9	HichTala/draw2 DRAW 2 (Detect and Recognize A Wide range of cards) Object detector trained...	38	Emerging	61	Python
10	WakingHours-GitHub/ObjectDetection-Platform It's an amazing Objection Platform, mainly attention Floating on water...	37	Emerging	18	HTML
11	oneapi-src/traffic-camera-object-detection AI Starter Kit for traffic camera object detection using Intel® Extension for Pytorch	37	Emerging	17	Python
12	HichTala/draw DRAW (Detect and Recognize A Wide range of cards) Object detector trained to...	36	Emerging	28	Python
13	Seeed-Studio/SenseCraft-AI An application suite including an open-source inference server and web UI to...	36	Emerging	61	Shell
14	robodhhb/SmartPiCam Real time object detection with Raspberry Pi, Google Edge TPU and Python	35	Emerging	11	Python
15	ricardodeazambuja/Maple-Syrup-Pi-Camera Low power smart camera (3D printed) based on the Raspberry Pi Zero W and...	33	Emerging	75	G-code
16	s59mz/eagle-eye-ai Eagle-Eye-AI is a project designed for the Kria KR260 board that enables...	33	Emerging	2	Tcl
17	kaushikjadhav01/Object-Detecion-via-Smartphone-Camera-using-Faster-R-CNN Detecting objects captured in the frame of a Smartphone Camera using Faster...	32	Emerging	30	Jupyter Notebook
18	RattyDAVE/pi-object-detection Raspberry Pi Object detection.	29	Experimental	12	Shell
19	abdur75648/AI-Camera AI Camera: High-Performance Real-Time Object Detection & Tracking	27	Experimental	9	Python
20	openvisionapi/ova-server OpenVisionAPI server	26	Experimental	108	Python
21	riyanshibariyaa/OptiVision-AI-Platform OptiVision AI Platform - Advanced Computer Vision Suite with Neural Network...	24	Experimental	2	HTML
22	Shankar2442/Object-Tracking-based-on-Color- Object-Tracking-based-on-Color	23	Experimental	14	Python
23	DaniSchober/LabLiquidVision A system for automated cell culture in life science research laboratories,...	22	Experimental	19	C
24	MukundaKatta/MotionKit Video motion detection toolkit — frame differencing, region detection,...	22	Experimental	—	Python
25	nathnaelg/Color-Based-Ball-Tracking-With-OpenCV Create a program using Computer Vision to track the movement of the balls of...	21	Experimental	4	Jupyter Notebook
26	AlvaroVasquezAI/People_Detection People detection with a neural network (84.51% acc) to detect people in...	19	Experimental	1	Jupyter Notebook
27	maheshyadav216/Project-Embedded-Vision-AI-based-Zoo-Security-Guard Utilizing SEEED Studio Grove Vision AI V2 Module	19	Experimental	3	C++
28	mhenriqueof/cv-personal-object-recognizer Simple real-time few-shot object recognition system.	19	Experimental	—	Python
29	juli1223/opencv-blob-tracking 🔍 Track and analyze moving objects in real-time using OpenCV's blob...	18	Experimental	3	Jupyter Notebook
30	kongesque/locus-vision 👁️ The Open Source Vision Analytics Engine. Designed to LOCATE and FOCUS on...	18	Experimental	4	TypeScript
31	Tanimhossain128/MULTI-COLOR-OBJECT-TRACKING-WITH-SOUND-ALERTS 🔴 Track multiple colors in real-time with sound alerts, using OpenCV for...	17	Experimental	1	Python
32	Ignitarium-Renesas/EK-RA8D1-AI-Demos AI applications on EK-RA8D1 evaluation kit,...	14	Experimental	17	C++
33	VijayRodrigues/azure-ai-vision-object-detection-tracking Object detection and basic object tracking experiment using Azure AI Vision...	14	Experimental	—	—
34	achrafib1/Face-Sight Real-Time Face Detection: A fine-tuned YOLO model and Streamlit UI, offering...	13	Experimental	—	Python
35	SahilBhatti09/color_detection-cv A beginner-friendly computer vision project that performs real-time...	13	Experimental	—	Jupyter Notebook
36	arezkisaba/french-id-detection-inference This project consists of infering a Tensorflow model based on Yolo11 to...	13	Experimental	—	JavaScript
37	dosqas/realtime-entity-classifier Real-time video system for detecting and classifying people and pets, using...	13	Experimental	—	Jupyter Notebook
38	Mainakdeb/street-vision deep-learning based data extraction from surveillance videos	12	Experimental	7	Jupyter Notebook
39	saadsyseekho/object-detection-system The object detection system will be a standalone software application that...	11	Experimental	—	—
40	pranavvss/Multi-Stream-Vision An advanced real-time detection system capable of recognizing multiple...	11	Experimental	—	Python
41	keanekwa/Open-Sesame Computer Vision & IoT project to defend against monkey intrusions in student...	11	Experimental	—	Python
42	mustafaozvardar/Security-Camera-OpenCV This is a simple Python-based security camera application that uses motion...	11	Experimental	—	Python
43	yahskapar/EgoTrigger EgoTrigger leverages audio cues from the microphone to selectively activate...	11	Experimental	2	Shell
44	gvnberaldi/MotionDetection This repository evaluates motion detection algorithms, comparing traditional...	11	Experimental	—	Python
45	mustafaozvardar/Yellow-Object-Detection-OpenCV This project implements a real-time yellow object detection system using...	11	Experimental	—	Python

Comparisons in this category

draw2 and draw (38 vs 36)