Updated Model with Label ShufflingĪfter sufficient training, d_loss will drop to near zero, and the model's performance plateaued. The network structure is based off pix2pix with the addition of category embedding and two other losses, category loss and constant loss, from AC-GAN and DTN respectively. zi2zi(字到字, meaning from character to character) is an application and extension of the recent popular pix2pix model to Chinese characters.ĭetails could be found in this blog post. Learning eastern asian language typefaces with GAN. Zi2zi: Master Chinese Calligraphy with Conditional Adversarial Networks
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