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advimman/lama

A resolution-robust deep learning model for filling in missing regions of images using Fourier-based convolutions.

10k stars Jupyter Notebook Image · Video · AudioComputer Vision
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LaMa is a generative model for image inpainting that uses Fourier convutions to handle large masks and high-resolution images. It employs a CNN/GAN architecture trained on 256x256 images that generalizes well to much higher resolutions. The model is implemented in PyTorch and includes Colab notebooks for easy experimentation.

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