Example of customized model

gradio_example.py

# encoding: utf8

import gradio
import re
import numpy as np


# A very simplistic function that capitalizes each letter in the given string
def big(x):
    if re.match('^[a-zA-Z]+$', x):
        return np.array([0.8, 0.2])
    return np.array([0.2, 0.8])

output = gradio.outputs.Label(label_names=('英文字符', 'Non-English'), num_top_classes=2)
io = gradio.Interface(inputs="textbox", outputs=output, model=big, model_type='pyfunc')
io.launch()