arielreplicate / infinite_nature

Create a fly by scenery video from a single image

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Run time and cost

This model costs approximately $0.034 to run on Replicate, or 29 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 3 minutes. The predict time for this model varies significantly based on the inputs.

Readme

TeaserGif

Infinite Nature

Project Page | Paper

This code accompanies the paper

Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image \ Andrew Liu, Richard Tucker, Varun Jumpani, Ameesh Makadia, Noah Snavely, Angjoo Kanazawa

Please note that this is not an officially supported Google product.

Community Contributions

These are related codebases. We don’t maintain these repositories but want to share them.

yshen47 has created a PyTorch implementation of the model code including loading the TF checkpoint: github.com/yshen47/InfiniteNature-PyTorch

Bibtex

@InProceedings{infinite_nature_2020,
  author = {Liu, Andrew and Tucker, Richard and Jampani, Varun and
            Makadia, Ameesh and Snavely, Noah and Kanazawa, Angjoo},
  title = {Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image},
  booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
  month = {October},
  year = {2021}
}