—/100
Checkpoints
Create an AI Platform Notebook
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/ 50
Clone the sample code
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/ 50
Using the What-If Tool with Image Recognition Models
1 个小时
5 个积分
GSP710
Overview
In this lab, you explore the use of the What-If Tool (WIT) for image recognition models. Your task is to predict whether a person is smiling. The lab provides a CNN (Convolutional Neural Network) that is trained on a subset of CelebA dataset and visualizes the results on a separate test subset.
Objectives
In this lab, you will perform the following tasks:
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Launch an AI Platform Notebook.
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Download the pre-trained Keras model.
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Define helper functions for dataset conversion from csv to tf.
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Load the csv file into pandas dataframe and process it for WIT.
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Load the Keras models.
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Define the custom predict function for WIT.
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