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pythontensorflowtensorflow-datasets
Faraz Khan
Faraz Khan

Reputation: 85

How to use tensorflow model for predicting my own images

I've just started with tensorflow. I wrote a program that uses Fashion_MNIST dataset to train the model. And then predicts the labels using 'test_images'and it's working good so far. But what I am curious how can I use my own image of a shoe or shirt for prediction. Because all the test images are of shape 28*28. How can I do this ?

Upvotes: 0

Views: 54

Answers (1)

Ricardo Sanchez
Ricardo Sanchez

Reputation: 730

The task you are engaged in is the task of data preparation and preprocessing. Among the things you must do already having a directory with images is the tagging of the images, for this task I recommend labelImg. If you also need the dimensionality of the input to be of a specific size like the example you give, you can use digital image processing software. The OpenCV library has dimensionality reduction tools that work for this.

Upvotes: 1

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