Published 12/2023
Created by Muhammad Moin
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 53 Lectures ( 16h 35m ) | Size: 13 GB
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
Requirements
Laptop/PC
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 DevelopmentBasics of Computer VisionBasics of OpenCV jsComputer Vision and Web IntegrationGraphical InterfaceVideo Processing in the Browser using OpenCV.jsObject DetectionCustom Object DetectionTensorFlow for JavaScriptDeep Learning on the WebComputer Vision AdvancedCreating 10+ CV Web AppsBuilding a Photoshop Web Application with OpenCV.jsReal-Time Face Detection in the Browser with OpenCV.js & Haar Cascade ClassifierReal-time Object Detection in the Browser using YOLOv8 and TensorFlow.jsObject Detection in Images & Videos in the Browser using YOLOv8 & TensorFlow.jsPersonal Protective Equipment (PPE) Detection in the Browser using YOLOv8 and TensorFlow.jsAmerican Sign Language (ASL) Letters Detection in the Browser using YOLOv8 and TensorFlow.jsLicence Plate Detection and Recognition in the Browser using YOLOv8 and Tesseract.js
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