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app.py
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@@ -259,14 +259,6 @@ def create_app(model_path):
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gr.Markdown("""
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## How it works
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The app uses a deep learning model that combines:
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- Audio analysis using MFCC features and LSTM neural network
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- Image analysis using ResNet-50 convolutional neural network
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The model was trained on a dataset of watermelons with known ripeness values.
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## Tips for best results
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- For audio: Tap the watermelon with your knuckle and record the sound
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- For image: Take a clear photo of the whole watermelon in good lighting
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)
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gr.Markdown("""
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## Tips for best results
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- For audio: Tap the watermelon with your knuckle and record the sound
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- For image: Take a clear photo of the whole watermelon in good lighting
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