Commit
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6ba54d7
1
Parent(s):
c0f01b6
commit
Browse files
app.py
CHANGED
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@@ -29,14 +29,17 @@ def generate_caption_and_analyze_emotions(image):
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# Get the predicted emotion label
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emotion_label = emotion_tokenizer.decode(emotion_outputs.logits.argmax())
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# Prepare the final output with sentiment information
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return
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# Define the Gradio interface
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inputs = gr.inputs.Image(label="Upload an image")
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outputs = gr.outputs.Textbox(label="Generated Sentiment")
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# Create the Gradio app
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gr.Interface(fn=generate_caption_and_analyze_emotions, inputs=inputs, outputs=outputs)
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# Get the predicted emotion label
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emotion_label = emotion_tokenizer.decode(emotion_outputs.logits.argmax())
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# Prepare the final output with sentiment information
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final_output = f"The sentiment in the provided image shows: {emotion_label}.\n\nGenerated Caption: {decoded_caption}"
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return final_output
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# Define the Gradio interface
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inputs = gr.inputs.Image(label="Upload an image")
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outputs = gr.outputs.Textbox(label="Generated Caption and Sentiment Analysis")
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# Create the Gradio app
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app = gr.Interface(fn=generate_caption_and_analyze_emotions, inputs=inputs, outputs=outputs)
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# Launch the Gradio app
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if __name__ == "__main__":
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app.launch()
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