Detail

MNIST Digit Classifier

zhuozhao_uchicago/mnist_tiny_example
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Keras Model
Deep NN
general digit recognition

Input

Image of a digit
Type: ndarray
Shape: ['None', '28', '28', '1']

Output

Probabilities of being 0-9
Type: ndarray
Shape: ['None', '10']

Run with DLHub SDK

from dlhub_sdk.client import DLHubClient
X = get_my_data() #replace this
dl = DLHubClient()
dl.run('zhuozhao_uchicago/mnist_tiny_example', X)

Get More Info with DLHub SDK

from dlhub_sdk.client import DLHubClient
dl = DLHubClient()
dl.describe_servable('zhuozhao_uchicago/mnist_tiny_example')

DLHub SDK Installation

pip install dlhub_sdk

DLHub SDK documentation