lime-j / deepfspis

Deep Flexible Structure-preserving Image Smoothing

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Input

Output

Examples

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Run time and cost

This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 1 seconds.

Readme

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Model description

This is the official implementation of “Deep Flexible Structure Preserving Image Smoothing”, which appeared in ACM Multimedia 2022.

teasor

Smoothing Level = 0 means the model will try its best to smooth out all the texture, while Smoothing Level = 1 is nearly the same as input.

Images are preprocessed with torchvision.transforms.Resize(640) before fed into the network. …