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Model Explanations with Anchor Images
Launch an image classifier model and get explanations on image data.
In this demo we will:
- Launch an income classification model which has image training features
- Send a request to get a predicton
- Create an explainer for the model
- Send the same request and then get an explanation for it
This model provides a model trained to classify images based on CIFAR10 dataset.
Create Model
Use the following model url with tensorflow runtime.
gs://seldon-models/tfserving/cifar10/resnet32
Get Predictions
Run a single prediction using the tensorflow payload format of an image truck.
Add an Anchor Images Explainer
Create an model explainer using the URL below for the saved explainer.
gs://seldon-models/tfserving/cifar10/explainer-py36-0.5.2
Get Explanation for one Request
View all requests and then explain it using the JSON below:
Last modified February 11, 2021: Adding Model explanations anchor images demo (3be6e89)