Image-to-Image
PyTorch
ONNX
TensorRT
English
super-resolution
image-restoration
sisr
onnxruntime
spandrel
chainner
edge
deployment
mit
Instructions to use Phips/PULSE with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- TensorRT
How to use Phips/PULSE with TensorRT:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
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PAPER.md
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@@ -91,7 +91,7 @@ converts cleanly, and trains on a consumer GPU” matters more.
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All released models are pretrained only on **CC0 / public-domain images**. They
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are MIT-licensed and
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### Urban100 validation
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an independent PyTorch implementation of the integer-scale phase kernels, not
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a copy of the reference C code.
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## License
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The code and released weights are **MIT-licensed**
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software.
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The released weights were trained on a curated CC0 / public-domain image set.
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matter. This is not legal advice; no warranty is provided.
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```bibtex
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@misc{pulse_body_2026,
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All released models are pretrained only on **CC0 / public-domain images**. They
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are MIT-licensed and permissive.
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### Urban100 validation
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an independent PyTorch implementation of the integer-scale phase kernels, not
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a copy of the reference C code.
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## License
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The code and released weights are **MIT-licensed** and permissive. Keep the
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MIT copyright and permission notice with copies or substantial portions of the
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software. See `LICENSE`.
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The released weights were trained on a curated CC0 / public-domain image set.
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This is a provenance statement, not a guarantee; source-image rights and
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jurisdiction-specific rules can still matter. No warranty is provided.
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```bibtex
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@misc{pulse_body_2026,
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