How to build an image classification model in Vertex AI

How can you build an image classification model in Vertex AI? In this episode of AI Simplified, we go through every step of building a yoga pose image classification model from, including data collection, labeling, training the model, setting up AutoML, and evaluation. Watch to learn how Vertex AI makes building an image classification model seamless!

Chapters:
0:00 - Intro
0:31 - ML workflow
1:51 - Demo building a yoga pose classification model
3:00 - Model evaluation
3:49 - Summary

#AISimplified

product: Cloud - AI and Machine Learning - AI Platform; fullname: Priyanka Vergadia; re_ty: Publish;

[ganumba]

This series seems like it’s gonna be great! Hopefully we can learn a lot about how to implement AI into our projects

[vsn]

Thank you for this insightful video with high quality explanation on "Model Training" in Vertex AI. As part of my assignment, I would need to train an image classification model using "AutoML" and with explainability. However, I see that option is not available in "AutoML". Please advise how I can get explanation using AutoML

[Tech_Ez]

Can you create a video classification model trained on labelled images?

[drummatick]

each of the vertex Ai tutorial misses the same point. How do you expect the data labelling to be? A CSV? Sorted by folders? an XML? why can;t it be addressed in the video itself

[mayikx]

I was trying to execute it with an small dataset. However, when I reviewed the settings for the training model I thought that is not a good idea. I am afraid to pay one millions of dollars in bills.

[cm]

Google create products for Google engineers, not for users.