Overview
Explore facial recognition and machine learning in React and Gatsby with Gant Laborde in this comprehensive tutorial. Learn how to build an app that distinguishes between uploaded photos of Jason and Kyle Shevlin while delving into the workings of facial recognition algorithms and their ethical implications. Discover how to implement face-api.js, integrate Gatsby with Apollo, and utilize React Dropzone for image uploads. Gain insights into Convolutional Neural Networks (CNN), model shards, and the concept of "The Dumb Internet." Follow along as the tutorial covers topics such as transform tools, testing, state management, and practical applications of machine learning in web development. By the end of this 1 hour and 39 minute session, acquire the skills to create your own facial recognition app and understand the broader context of machine learning in modern web development.
Syllabus
Intro
Facial Recognition
Transform Tool
Testing
Gatsby with Apollo
Whats Next
Model Shards
FaceAPIJS
Importing FaceAPI
Running Faces
Pulling in Images
CNN
Dancing Bear
Testing Facial Recognition
Adding Light State
Adding React Dropzone
Gant Laborde Spot
Taught by
Learn With Jason