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Autoencoder for denoising text images, and black and white drawings

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DENOISING AUTOENCODER

Denoised text images (and black and white drawings) using three different types of architecture MLP and CNN based:

  1. MLP Autoencoder
  2. CNN Auntoencoder + post CNN process
  3. CNN Auntoencoder + 2 post CNN process

Architecture 1: MLP

Architecture 2: CNN + process

Architecture 2: CNN + 2 process

Results comparison

More detail in Denoising_autoencoder_ENG.pdf

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Autoencoder for denoising text images, and black and white drawings

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