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20250922_160658_495381/lightning_logs/version_0/checkpoints/last.ckpt

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README.md

@@ -1,3 +1,31 @@
 ---
 license: mit
 ---
+
+
+# Description
+
+This repository contains a series of weights for adapting the DRUNet denoiser
+in order to be able to work with hyperspectral images.
+
+These weights are meant to be used with the `hypnp` library:
+
+<http://github.com/Danaroth83/hypnp>
+
+In particular the weights contained in this folder are associated to the following adapting architecture:
+- `20250922_160658_495381`: Progressive injection with skip attention module.
+- `20250922_173031_803562`: An encoding/decoder network.
+- `20250926_125509_133496`: A skip connection with an attention module.
+- `20251019_163957_302293`: Spectral projection encoder/decoder, the encoder is computed with QR decomposition, while the decoder is a CNN network.
+- `20251019_163951_000174`: A FiLM that hooks middle layers of the DRUNet. Baseline result.
+- `20251019_163950_994277`: A FiLM network. With respect to baseline, context from current computation is not passed to the hooks.
+- `20251019_190756_177008`: A FiLM network. With respect to baseline, this network hooks to all the layers of DRUNet.
+
+
+# Credits
+
+These weights were produced by:
+
+Daniele Picone  
+Univ. Grenoble Alpes, CNRS, Grenoble INP, GIPSA-lab, 38000 Grenoble, France  
+Mail: [daniele.picone@grenoble-inp.fr](mailto:daniele.picone@grenoble-inp.fr)