Upload autoencoder-grayscale-to-color-landscape.ipynb
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notebooks/autoencoder-grayscale-to-color-landscape.ipynb
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"source": [
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"# Conclusion\n",
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"\n",
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"The autoencoder successfully colorizes grayscale landscape images, achieving an average validation PSNR of approximately
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]
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}
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"source": [
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"# Conclusion\n",
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"\n",
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"The autoencoder successfully colorizes grayscale landscape images, achieving an average validation PSNR of approximately 21.70 dB. Future improvements could include perceptual loss, deeper architectures, or enhanced attention mechanisms."
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]
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}
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