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Update app.py
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app.py
CHANGED
@@ -1,18 +1,19 @@
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import gradio as gr
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from transformers import pipeline
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def predict(input_img):
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predictions =
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return input_img, {p["label"]: p["score"] for p in predictions}
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predict,
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inputs=gr.Image(label="Select hot dog candidate",
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outputs=[gr.Image(label="Processed Image"), gr.Label(label="Result", num_top_classes=2)],
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title="Hot Dog? Or Not?",
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)
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if __name__ == "__main__":
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import gradio as gr
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from transformers import pipeline
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image_classifier = pipeline(task="image-classification", model="models/aioxlabs/dvoice-darija")
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def predict(input_img):
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predictions = image_classifier(input_img)
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return input_img, {p["label"]: p["score"] for p in predictions}
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gr_interface = gr.Interface(
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predict,
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inputs=gr.inputs.Image(label="Select hot dog candidate", source=['upload', 'webcam'], type="pil"),
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outputs=[gr.outputs.Image(label="Processed Image"), gr.outputs.Label(label="Result", num_top_classes=2)],
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title="Hot Dog? Or Not?",
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)
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if __name__ == "__main__":
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gr_interface.launch()
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