lime-j / deepfspis

Deep Flexible Structure-preserving Image Smoothing

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Examples

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Run time and cost

This model costs approximately $0.00022 to run on Replicate, or 4545 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 1 seconds. The predict time for this model varies significantly based on the inputs.

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. …