Computer Vision Web Development: YOLOv8 and TensorFlow.js

Computer Vision Web Development: YOLOv8 and TensorFlow.js | Udemy
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Genre: eLearning

OpenCV.js, TensorFlow.js, YOLOv8, Object Detection, Custom Object Detection, Computer Vision and Web Integration

What you’ll learn
Basics of Web Development
Basics of Computer Vision
Basics of OpenCV js
Computer Vision and Web Integration
Graphical Interface
Video Processing in the Browser using OpenCVjs
Object Detection
Custom Object Detection
TensorFlow for JavaScript
Deep Learning on the Web
Creating 10+ Computer Vision Web Apps
Real-Time Object Detection in the browser using YOLOv8 and TensorFlowjs
Personal Protective Equipment (PPE) Detection in the Browser using YOLOv8 and TensorFlowjs
American Sign Language (ASL) Letters Detection in the Browser using YOLOv8 and TensorFlowjs
Licence Plate Detection and Recognition in the Browser using YOLOv8 and Tesseractjs

Computer Vision Web Development course will take you from the very basics right up till you are comfortable enough in creating your own web apps. By the end of the course, you will have the skills and knowledge to develop your own computer vision applications on the web. Whether it’s Custom Object Detection or simple Color Detection you can do almost everything on the web.

This comprehensive course covers a range of topics, including:

Basics of Web Development

Basics of Computer Vision

Basics of OpenCV js

Computer Vision and Web Integration

Graphical Interface

Video Processing in the Browser using OpenCV.js

Object Detection

Custom Object Detection

TensorFlow for JavaScript

Deep Learning on the Web

Computer Vision Advanced

Creating 10+ CV Web Apps

Building a Photoshop Web Application with OpenCV.js

Real-Time Face Detection in the Browser with OpenCV.js & Haar Cascade Classifier

Real-time Object Detection in the Browser using YOLOv8 and TensorFlow.js

Object Detection in Images & Videos in the Browser using YOLOv8 & TensorFlow.js

Personal Protective Equipment (PPE) Detection in the Browser using YOLOv8 and TensorFlow.js

American Sign Language (ASL) Letters Detection in the Browser using YOLOv8 and TensorFlow.js

Licence Plate Detection and Recognition in the Browser using YOLOv8 and Tesseract.js

Who this course is for:
Deep Learning – Computer Vision Enthusiast
For everyone aspiring to develop Computer Vision applications on the web.
For those diving into Computer Vision and eager to explore Real-Time Object Detection in the browser using YOLOv8 and TensorFlowjs

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