Classifying the wrong image in federated learning duet_mnist url_image example

[Mohammad Fares]

Description

In federated-learning -> duet_mnist -> MNIST_Syft_Data_Scientist notebook, the function classify_url_image does not really classify the received image's url, it predicts the value of image_1 which is an example from the test dataset.

How to Reproduce

1. Go to 'federated-learning/duet_mnist/MNIST_Syft_Data_Scientist.ipynb'
2. Scroll down to 'classify_url_image', notice that the function only shows the received image in line plt.imshow(im, ..., but predicts a different one in line class_num, preds = classify_local(image_1, local_model)

Expected Behavior

The expected behavior is that the function downloads the given image image_url, displays it, and predicts the digit that it represents.

Screenshots