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Runtime error
File size: 773 Bytes
2a26551 e01ccbe 6543fbc 1aa8944 6543fbc 1aa8944 e01ccbe 1aa8944 e01ccbe 01548ba e01ccbe | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 | __all__ = ['is_cat', 'learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
from fastai.vision.all import *
import gradio as gr
def is_cat(x):
return x[0].isupper()
learn = load_learner('model.pkl')
categories = ('Dog', "Cat")
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.inputs.Image(shape=(192, 192))
label = gr.outputs.Label()
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
intf.launch(inline=False)
# def greet(name):
# return "Hello " + name + "!! " + reverse(name)
# def reverse(name):
# return name[::-1]
# iface = gr.Interface(fn=greet, inputs="text", outputs="text")
# iface.launch() |