Astrophysics (Index)About

U-Net

(neural network software for image reconstruction)

U-Net is a neural network software package aimed at image processing. Its particular type is termed a convolutional neural network (CNN). It was developed for biomedical imaging, but is effectively a general tool for image recognition and classification and has been used in astronomy.


(software,image processing)
Further reading:
https://en.wikipedia.org/wiki/U-Net
https://en.wikipedia.org/wiki/Convolutional_neural_network
https://en.wikipedia.org/wiki/Kernel_(image_processing)#Convolution
https://en.wikipedia.org/wiki/Image_segmentation
https://arxiv.org/abs/1505.04597

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