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test[clari8] 11 predicting with TrainingModel
"Ensure Training model is ready"
Smalltalk at: #TrainingModel ifAbsent: [
self abortPage.
self error: 'Missing TrainingModel'.
]
"Training complete - Accessing the trained model"
| model obj |
model := TrainingModel.
#( modelId name
createdAt createdDate
output version appId
) do: [:selector|
self print: selector,': '
,(model perform: selector) toString
].
"Predicting on Google Photos"
| predict |
predict := [:url :tags| | image dataAsset input inputs result |
image := CAIImage withURL: NSURL @ url.
dataAsset := CAIDataAsset withImage: image.
input := CAIInput withDataAsset: dataAsset.
inputs := NSArray withObject: input.
TrainingModel
predict: inputs
conceptNames: [:array| self print: array toString "sayIn: #en-US",' vs. ' ,tags ]
onError: [:nsError| self error: nsError ].
].
self print: '// testing model with Google Photos...'.
GooglePhotos do: [:tuple| predict value: tuple first value: tuple last ]