saic-mdal/lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Jupyter NotebookPythonOtherdeep-neural-networkscomputer-visiondeep-learningcnnpytorchgenerative-adversarial-networkgancolabfourierhigh-resolutiongenerative-adversarial-networksimage-inpaintinginpaintingfourier-transforminpainting-methodscolab-notebookinpainting-algorithmfourier-convolutions
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🦙 LaMa: Resolution-robust Large Mask Inpainting with Fourier Convolutions by Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha, Aleksei Silvestrov, Naejin Kong, Harshith Goka, Kiwoong Park, Victor Lempitsky. 🔥🔥🔥 LaMa generalizes surprisingly well to much higher resolutions (~2k❗️) than it saw during training (256x256), and achieves the excellent performance even in challenging scenarios, e.g. completion of periodic structures. [Project page] [arXiv]...
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