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Image Classification with ml5.js - MobileNet and Custom Models

Offered By: Coding Train via YouTube

Tags

ml5.js Courses Machine Learning Courses Javascript Courses Computer Vision Courses Neural Networks Courses p5.js Courses Image Classification Courses Transfer Learning Courses

Course Description

Overview

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Dive into image classification using ml5.js 1.0 in this comprehensive 32-minute video tutorial by Coding Train. Learn to implement both the default MobileNet model and train your own classifier using transfer learning and Teachable Machine. Explore the fundamentals of MobileNet and ImageNet, then progress to hands-on coding with the ml5.js Classifier. Discover how to incorporate live video for real-time image classification and create your own custom model. Access multiple p5.js Web Editor sketches to practice image classification techniques, including webcam integration, drag-and-drop functionality, and displaying labels with confidence scores. Gain valuable insights into machine learning for visual applications and expand your skills in JavaScript-based image recognition.

Syllabus

Introduction
What is MobileNet?
What is ImageNet?
ml5.js Classifier Code!
Incorporating Live Video
Training your own model


Taught by

The Coding Train

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