The paper additionally suggests training the data using PatchGAN (Isola et al., 2017), a technique extensively employed in computer vision to extract features from small patches. This method offers ...

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Sir Jim Ratcliffe believes his ­decision to cut about 200 more jobs at ­Manchester United is necessary to help the club avoid going bust. Semi-automated offside technology (SAOT) is to be ...

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The network receives grayscale input (L channel) and outputs color predictions (*a*b channels). The discriminator uses a PatchGAN design that classifies N×N patches as real or fake, rather than ...

New: Please check out img2img-turbo repo that includes both pix2pix-turbo and CycleGAN-Turbo. Our new one-step image-to-image translation methods can support both paired and unpaired training and ...

Then we built a CycleGAN deep learning model with two 3D ResUNet-based generators and two 3D PatchGAN-based discriminators to realize fast prediction and transformation from blurred image volumes to ...