ModelDepot/tfjs-yolo-tiny
In-Browser Object Detection using Tiny YOLO on Tensorflow.js
This project helps web developers add real-time object detection directly into their browser-based applications. It takes an image or video frame as input and outputs a list of detected objects, along with their location and class (e.g., 'person', 'car'). Web developers, particularly those building interactive front-end experiences, would use this to create dynamic visual analysis features.
534 stars and 74 monthly downloads. No commits in the last 6 months. Available on npm.
Use this if you are a web developer who needs to incorporate fast, client-side object detection into a browser application without sending data to a server.
Not ideal if you need highly accurate, production-grade object detection for critical applications, or if you require detection of objects beyond the 80 classes supported by the COCO dataset, or if you're not a JavaScript developer.
Stars
534
Forks
88
Language
JavaScript
License
MIT
Category
Last pushed
Mar 25, 2019
Monthly downloads
74
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/computer-vision/ModelDepot/tfjs-yolo-tiny"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
google-research-datasets/Objectron
Objectron is a dataset of short, object-centric video clips. In addition, the videos also...
sthanhng/yoloface
Deep learning-based Face detection using the YOLOv3 algorithm (https://github.com/sthanhng/yoloface)
AutoPTZ/autoptz
AI Tracking Solution for Any PTZ Cameras
OlafenwaMoses/DeepStack_ExDark
A DeepStack custom model for detecting common objects in dark/night images and videos.
surya-veer/movement-tracking
UP - DOWN - LEFT - RIGHT movement tracking.