This leads to the unstable quality of and huge variation between images. Previous attempts to generate high-quality anime face images with Generative Adversarial Network (GAN) always use spider-collected images from websites on which everyone could upload its art work. If you're just looking for some dataset with high-resolution (more than 128*128px) anime faces, this project does not fit your requirement. To balance the quality and size of image, we highly recommend you NOT TO SCALE IMAGES FOR MORE THAN TWO TIMES. This dataset is a edited version of Jin, Y.'s work.ĬAUTION: Too many times of scaling with tools like Wifu2x might introduce unexpected noise and 'fold lines' into images and blur outlines of characters, which leads to a bad result and even mode collapse if it is used to train a GAN model. This dataset contains no meta info itself, but you can use tools, such as Illustration2Vec, to estimate by yourself. With default setting, over 8000 image samples will be generated. This is a tool kit to generate a dataset of anime faces.

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