ariel415el / gpdm

Generating Natural Images with Direct Patch Distribution Matching

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Run with an API
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Examples

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Run time and cost

This model costs approximately $0.053 to run on Replicate, or 18 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 4 minutes. The predict time for this model varies significantly based on the inputs.

Readme

GPDM live demo

A live demo for GPDM, an algorithm introduced in “Generating Natural Images with Direct Patch Distribution Matching”

This demo allows performing the “Reshuffle”, “Retarget” or “Style-transfer” tasks on any uploaded image online with a considerable amount of control over the GPDM algorithm hyper-parameters

Cite

@article{elnekave2022generating, title={Generating natural images with direct Patch Distributions Matching}, author={Elnekave, Ariel and Weiss, Yair}, journal={arXiv preprint arXiv:2203.11862}, year={2022} }