AI-driven photo stylization with text description tuning
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United States of America
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Jan 28, 2025
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app pub date -
Jun 20, 2024
filing date -
Jun 20, 2024
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Abstract
Systems and methods for AI-driven image stylization are provided. An example method includes receiving a first image and a text, the text including a prompt for transforming the first image, encoding the first image into an image latent and the text into a text embedding, randomly generating a first noise for a portion of the image latent, adding the first noise to the image latent to obtain a noisy image latent, providing the noisy image latent and the text embedding to a neural network to generate a second noise for the portion of the image latent, wherein the neural network is trained to denoise the noisy image latent, modifying the noisy image latent based on the second noise, repeating operations of generating the second noise and modifying the noisy image latent until the noisy image latent converges; and decoding the noisy image latent into a second image.
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