NVIDIA’s giving me the Content-Aware Feels

Crazy to think that it’s been 8+ years since Photoshop added Content-Aware Fill—itself derived from earlier PatchMatch technology. Time & tech march onward, and new NVIDIA research promises to raise the game. As PetaPixel notes,

What’s amazing about NVIDIA’s system and the current “Content-Aware Fill” in Photoshop is that NVIDIA’s tool doesn’t just glean information from surrounding pixels to figure out what to fill holes with — it understands what the subject should look like.

Check it out:

Researchers from NVIDIA, led by Guilin Liu, introduced a state-of-the-art deep learning method that can edit images or reconstruct a corrupted image, one that has holes or is missing pixels. The method can also be used to edit images by removing content and filling in the resulting holes. Learn more about their research paper “Image Inpainting for Irregular Holes Using Partial Convolutions.”


[YouTube] [Via John Lin]

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