Training an object detection model - ML on Raspberry Pi with MediaPipe Series

Опубликовано 18 декабря 2023, 23:26

Dive into object detection and machine learning with Paul Ruiz, engineer at Google ML. Follow along as Paul guides you through the process of creating your own object detection model and deploying it to your Raspberry Pi device.

In this video, you'll learn:
- The basics of object detection: Understand the key concepts and techniques involved.
- How to train a custom model: Discover a high-level approach to training your model using Python and MediaPipe.
- Deploying your model to a Raspberry Pi: Learn how to integrate your model into your Raspberry Pi projects.

By the end of this video, you should have enough of an understanding to be able to train your own model specifically for prototyping ideas for your IoT device.

Whether you're a seasoned developer or just starting out, this tutorial will provide you with the knowledge and tools to bring your object detection ideas to life. Don't miss this opportunity to explore the exciting world of machine learning and its applications on the Raspberry Pi.

Resources:
Getting started with object detection→ goo.gle/41pWKCv
MediaPipe → goo.gle/3u7sbos
Object detection model customization guide → goo.gle/3stlY5N
Hyperparameters → goo.gle/3QxZR6k
Demo → goo.gle/3SvLKAS
Label Studio→ goo.gle/476VqXg

Watch more ML on Raspberry Pi with MediaPipe → goo.gle/479YC3B
Subscribe to Google for Developers → goo.gle/developers

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