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nilboy/pixel-recursive-super-resolution

A TensorFlow implementation of Google Brain's Pixel Recursive Super Resolution paper for enhancing image resolution.

479 stars Python Computer Vision
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This repository implements the pixel-recursive super-resolution technique from a Google Brain research paper using TensorFlow. It employs PixelCNN and PixelRNN architectures to generate high-resolution images from low-resolution inputs. The model is trained on the CelebA dataset and uses cross-entropy loss for training.

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