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Update app.py
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app.py
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@@ -1,7 +1,8 @@
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!pip install transformers
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!pip install streamlit
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!pip install torch
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!pip install
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import gradio as gr
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from transformers import pipeline
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@@ -18,11 +19,11 @@ def classify_image(image):
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interface = gr.Interface(
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fn=classify_image,
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inputs=gr.Image(type="pil"),
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outputs=gr.
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title="Image Classification App",
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description="Upload an image, and the app will classify it using a Vision Transformer (ViT) model."
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)
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# Launch the app
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if
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interface.launch()
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# Install required packages
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!pip install transformers
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!pip install streamlit
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!pip install torch
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!pip install datasets gradio
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import gradio as gr
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from transformers import pipeline
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interface = gr.Interface(
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fn=classify_image,
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inputs=gr.Image(type="pil"),
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outputs=gr.JSON(), # Updated to JSON for dictionary-like output
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title="Image Classification App",
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description="Upload an image, and the app will classify it using a Vision Transformer (ViT) model."
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)
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# Launch the app
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if __name__ == "__main__":
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interface.launch()
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