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1f74860 bc7a2bf 1f74860 bc7a2bf afc2743 bc7a2bf 1f74860 afc2743 1f74860 afc2743 1f74860 afc2743 1f74860 afc2743 | 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 | from fastai.vision.all import *
import gradio as gr
import timm
learn = load_learner("model.pkl")
categories = learn.dls.vocab
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()
examples = [
"example_photos/altocumulus.jpg",
"example_photos/lenticular.jpg",
"example_photos/cirrocumulus.jpg",
]
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch()
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