CODEWITHSUNDEEP
google-cloud-vertex-aigoogle-cloud-automl
Paul Franken
Paul Franken

Reputation: 61

Export VertexAI Image Model

i have trained a image classification model using Vertex Ai from Google as edge model and also downloaded the container version. But i don't know how i can deploy this to make predictions. I have read about deploying to a docker container but only found a tutorial by google for tabular data. Do you have any tips or tutorials maybe on how to use the model to make predictions?

Thank you

Upvotes: 1

Views: 261

Answers (1)

Mel
Mel

Reputation: 307

You have two options to get predictions from an image classification model.

You must deploy a model to an endpoint before that model can be used to serve online predictions. Deploying a model associates physical resources with the model so it can serve online predictions with low latency.

You must select input and output locations that are in the same region as your model. If you use the API to create batch predictions, send requests to a service endpoint (such as https://us-central1-aiplatform.googleapis.com) that is in the same region as your input and output locations.

Upvotes: 0

Related Questions