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Update app.py
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app.py
CHANGED
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@@ -7,8 +7,10 @@ import gradio as gr
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def input_img(img):
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learn=load_learner('model.pkl')
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race,_,probs = learn.predict(PILImage.create(img))
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print(f"This is a: {race}.")
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categories=('Black people','White people')
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def func_classi(img):
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pred,idx,probs=learn.predict(img)
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@@ -18,6 +20,7 @@ image=gr.inputs.Image(shape=(192,192))
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label=gr.outputs.Label()
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examples=('Black people','White people')
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demo = gr.Interface(fn=func_classi, inputs="image", outputs="label")
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demo.launch(inline=False)
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#image=gr.inputs.Image(shape=(192,192))
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def input_img(img):
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learn=load_learner('model.pkl')
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race,_,probs = learn.predict(PILImage.create(img))
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#print(f"This is a: {race}.")
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processed_output=(f"This is a: {race}./nProbability it's a black person: {probs[0]:.4f}.\nProbability it's a white person: {probs[1]:.4f}")
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return processed_output
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categories=('Black people','White people')
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def func_classi(img):
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pred,idx,probs=learn.predict(img)
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label=gr.outputs.Label()
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examples=('Black people','White people')
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demo = gr.Interface(fn=func_classi, inputs="image", outputs="label")
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#demo = gr.Interface(fn=input_img, inputs="image", outputs="label")
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demo.launch(inline=False)
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#image=gr.inputs.Image(shape=(192,192))
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