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from fastai.vision.all import *
import gradio as gr
def is_cat(x):
return x[0].isupper()
# im = PILImage.create("dog.jpg")
# im.thumbnail((192, 192))
# im
learn = load_learner("model.pkl")
# learn.predict(im)
categories = ("Dog", "Cat")
def classify_image(img):
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
# classify_image(im)
image = gr.inputs.Image(shape=(192, 192))
label = gr.outputs.Label()
examples = ["dog.jpg", "cat.jpg", "dunno.jpg"]
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False)
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