Object detection for Web - ML on Web with MediaPipe: Episode 1

Опубликовано 14 ноября 2023, 22:00

Ready to add powerful object detection capabilities to your web applications? Join Jen Person, a Senior Developer Advocate at Google, as she guides you through the process of using MediaPipe Solutions to detect multiple classes of objects within images and videos.

In this tutorial, you'll:

- Discover the MediaPipe Object Detector task: Learn how this powerful tool can identify and locate objects in your content.
- Explore recommended models: Discover three top-rated models for object detection tailored to different use cases.
- Implement object detection in your web app: Follow a step-by-step guide to integrate object detection functionality using JavaScript.

Whether you're building a computer vision-powered app or simply want to add interactive elements to your website, this tutorial will provide you with the knowledge and tips to get started.

Resources:
View available object detection models → goo.gle/45goObI
See all COCO dataset classification labels → goo.gle/3ZNWNqY
Create a custom object detector → goo.gle/3PBOs4S
Learn more about WebAssembly → goo.gle/3tdEa3n
View the complete object detection code demo → goo.gle/48QeUAG
MediaPipe Solutions → goo.gle/MediaPipe_Solutions

Video chapters:
0:00 - Introduction
0:29 - Recommended object detection models
2:21 - Code
5:41 - Wrap up

#google #machinelearning #developers #mediapipe #objectdetection #objectdetectionmodel #objectdetectioninimages #objectdetectioninvideos