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taquynhnga
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Update Home.py
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Home.py
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@@ -18,7 +18,7 @@ After that, a web interface would be built to demonstrate the interpretations, h
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Due to the limitation in time and resources, the project only used the tiny-sized ConvNeXt model, which was trained on ImageNet-1k at resolution 224x224 and used 50,000 images in validation set of ImageNet-1k for demo purpose.
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In this web app, two visualization techniques were implemented and demonstrated, they are **Maximally activating patches** and **SmoothGrad**.
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Besides, this web app also helps
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Last but not least, there is a last webpage that stores 50,000 images in the **ImageNet-1k** validation set, facilitating the two web pages above in searching and referencing.
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"""
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st.write(intro_text)
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Due to the limitation in time and resources, the project only used the tiny-sized ConvNeXt model, which was trained on ImageNet-1k at resolution 224x224 and used 50,000 images in validation set of ImageNet-1k for demo purpose.
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In this web app, two visualization techniques were implemented and demonstrated, they are **Maximally activating patches** and **SmoothGrad**.
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Besides, this web app also helps investigate the effect of **adversarial attacks** on ConvNeXt interpretations.
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Last but not least, there is a last webpage that stores 50,000 images in the **ImageNet-1k** validation set, facilitating the two web pages above in searching and referencing.
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"""
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st.write(intro_text)
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