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6fc378d b34f2cd af365b0 b34f2cd 6fc378d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 | from fastai.vision.all import *
import gradio as gr
learn = load_learner("comics_classifier1.pkl")
def classify_image(img):
publication, _, probs = learn.predict(img)
return dict(zip(("DC", "Marvel"), map(float, probs)))
image = gr.inputs.Image(shape=(192, 192))
label = gr.outputs.Label()
examples = ["./ex_img/John_Constantine_0010.jpg", "./ex_img/ambush_bug2.jpg", "./ex_img/blade.jpg"]
intf = gr.Interface(fn=classify_image, inputs=image,outputs=label, examples=examples)
intf.launch(inline=False)
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