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File size: 493 Bytes
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import gradio as gr
from fastcore.all import *
import time
from fastai.vision.all import *
image = gr.inputs.Image(shape=(192,192))
label = gr.outputs.Label()
examples = ['bmw_750.jpeg']
categories = ['bmw car', 'mercedes car']
learn = load_learner("export.pkl")
def classify_image(img):
pred, _, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False)
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