如何使用 tensorflow model 预测我自己的图像

Question

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?

Answer 1

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.