Computer Vision Web Development: YOLOv8 and TensorFlow.js
OpenCV.js, TensorFlow.js, YOLOv8, Object Detection, Custom Object Detection, Computer Vision and Web Integration
Ratings 4.34 / 5.00
What You Will 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
Description
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 Should Attend!
- 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