Overview
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Learn to implement computer vision models directly in web browsers using Inference.js through a hands-on demonstration by Roboflow Engineer Max Schridde. Explore the fundamentals of computer vision applications across various industries and understand the essential steps involved in building computer vision models. Discover different deployment options for computer vision models before diving into the core focus of running models directly in browsers using Inference.js. Follow along as the instructor builds a quick web application prototype and trains a model, culminating in a practical Scavenger Hunt game demonstration that showcases mobile browser compatibility. Gain insights into the potential of browser-based computer vision applications and participate in an interactive Q&A session to deepen your understanding of this emerging technology.
Syllabus
00:00 Introduction and Overview
01:23 Computer Vision Across Industries
02:47 Steps in Building a Computer Vision Model
05:14 High Level Deployment Options for Computer Vision Models
06:17 Running Models in the Browser with Inference.js
08:32 Building a Quick Web App and Training a Model
11:21 Introducing the Scavenger Hunt Demo
12:20 Audience Q&A
Taught by
Roboflow