AI Categorization of Video Frames (AutoML and Google Cloud)
Join us in today's adventure as we delve into the exciting world of building a video frame classification system using Google Cloud's low-code methods. In this tutorial, we'll cover the key concepts and provide a hands-on guide to using Google Cloud Storage, Vertex AI pipelines, and AutoML for a practical application.
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Demonstration Code and Diagram: https://github.com/nodematiclabs/vide...
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0:00 Conceptual Overview
2:14 Sample Data
3:06 Vertex AI Pipeline Specification
6:02 AutoML Foundations
7:07 Vertex AI Pipeline Execution
10:22 AutoML Dataset
10:44 AutoML Labeling
12:35 AutoML Training
14:33 AutoML Evaluation and Testing