Shypd.aiThe largest open index of AI toolsArtLine is an open-source deep learning project that creates line art portraits from images. It uses AI to adjust the style of a portrait based on written instructions, offering a unique artistic output.
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ArtLine is an open-source deep learning project designed to transform portrait images into stylized line art. It leverages AI to interpret a given portrait and apply artistic adjustments based on corresponding written instructions. The project focuses on accurately recognizing facial features and achieving proper lines around the face, eyes, lips, and nose, even with varied poses. It combines the APDrawing dataset with selected photos from the Anime sketch colorization pair dataset to enhance its learning capabilities. ArtLine incorporates self-attention mechanisms and progressive resizing for improved detail and generalization, and it utilizes perceptual loss for training. The project is continuously being updated to address challenges like random backgrounds and shadows, aiming to make line art creation a click away.
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