Load the Model¶

In [5]:

%load_ext autoreload
%autoreload 2

import numpy as np
import tensorflow as tf
import gradio

The autoreload extension is already loaded. To reload it, use:
  %reload_ext autoreload

In [6]:

model = tf.keras.applications.inception_v3.InceptionV3()

Using Gradio¶

In [7]:

inp = gradio.inputs.ImageUpload(shape=(299,299,3))
out = gradio.outputs.Label(label_names='imagenet1000', max_label_length=8)

io = gradio.Interface(inputs=inp, 
                      outputs=out,
                      model=model, 
                      model_type='keras')

In [14]:

io.launch(inline=True, inbrowser=False, share=True, validate=False)
;

Closing existing server...
NOTE: Gradio is in beta stage, please report all bugs to: contact.gradio@gmail.com
Model is running locally at: http://localhost:7861/
Unable to create public link for interface, please check internet connection or try restarting python interpreter.

Out[14]:

''

In [ ]:

3.1 KiB Raw Blame History

Load the Model¶

Using Gradio¶

3.1 KiB

Raw Blame History