turicreate.image_classifier.ImageClassifier¶
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class
turicreate.image_classifier.
ImageClassifier
(state)¶ A trained model that is ready to use for classification or export to CoreML.
This model should not be constructed directly.
Methods
ImageClassifier.classify (dataset[, batch_size]) |
Return a classification, for each example in the dataset , using the trained logistic regression model. |
ImageClassifier.evaluate (dataset[, metric, …]) |
Evaluate the model by making predictions of target values and comparing these to actual values. |
ImageClassifier.export_coreml (filename) |
Save the model in Core ML format. |
ImageClassifier.name () |
Returns the name of the model. |
ImageClassifier.predict (dataset[, …]) |
Return predictions for dataset , using the trained logistic regression model. |
ImageClassifier.predict_topk (dataset[, …]) |
Return top-k predictions for the dataset , using the trained model. |
ImageClassifier.save (location) |
Save the model. |
ImageClassifier.summary ([output]) |
Print a summary of the model. |