Convolutional autoencoder

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In convolutional auto encoder, the encoder consists of convolutional layers and grouping layers, which downsample the input image.

The decoder upsamples the image.

Bilinear Upsampling

Bilinear Downsampling

Source : https://iq.opengenus.org/autoencoder/

Linear autoencoder

Denoising autoencoders

Deep learning

Machine learning

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