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Build error
File size: 452 Bytes
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from fastai.vision.all import *
import gradio as gr
learn = load_learner('export.pkl')
categories = ('Bird', 'Forest')
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 = ['bird.jpg', 'forest.jpg']
intf = gr.Interface(classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False) |