{ "construction_fingerprint": "sha256:644b162de70d014f9273c992fd583ee4fdfb8ae425a35fba26b3fbd41d560f28", "files": { "construction": { "path": "construction.json", "sha256": "46f8b7cfe685f5f2468b43c9f54d96b2b074e9c459fcd28378da3177cfd7cd65", "size_bytes": 37943 }, "conversion": { "path": "conversion/conversion-record.json", "sha256": "75ca87af17d3c2fa96b5f611e313c6b7c58a3059ac0b444eabdc30e4fd84d8d1", "size_bytes": 14628 }, "inference": { "path": "inference.json", "sha256": "8e9f772376b206e845027804a79ff8d6620c36e68586d59d605bc0a82f6f4d39", "size_bytes": 1395 }, "resources": [ { "path": "ATTRIBUTION.md", "sha256": "6fdc16d242d81c119cc70fd22e5c013e22f28b19b2b6589b86701df0d77f49c4", "size_bytes": 1669 }, { "path": "LICENSES/DeepDeWedge-Code-BSD-2-Clause.txt", "sha256": "34ad426a55592e6da229290e8d5a6e922c7712e2c9c9937582b0317e27681e16", "size_bytes": 1343 }, { "path": "LICENSES/DeepDeWedge-Tutorial-Data-CC-BY-4.0.txt", "sha256": "d557539df68e771cc1eedcc91d13f70fca930e508d11eedcafa4b15db49e3744", "size_bytes": 17023 }, { "path": "README.md", "sha256": "beda792bc9d68f6e1562a4ba347daf34b2b4a5df857b3d86241adb4467fefe48", "size_bytes": 1100 }, { "path": "refresh_format2.py", "sha256": "b4c42a1cc2611561077578ee0544d19fdee8d3a48426f0dc44e6dcb61a0ce875", "size_bytes": 22531 }, { "path": "README-revision3.md", "sha256": "5f4e6608a6239c2bcb072a9801fba805d08c3bd5d87a8201c40b356ee98b42b2", "size_bytes": 3985 }, { "path": "METADATA_REVISION.md", "sha256": "8f11ae716a6ea47a280e19477d15067cf98b6751c602046e4074106c9e59aa82", "size_bytes": 933 } ], "validation": { "path": "validation/validation-record.json", "sha256": "41e62831b22d7f40c6bee5bd0d051d79c4506a33010b91f27a2959dc0a8ec144", "size_bytes": 1726 }, "weights": { "path": "weights.safetensors", "sha256": "e8f51c499d6e5c14ddce45d5cf9935511220de161ce62deb50a2c3a8cae5c731", "size_bytes": 109294372 } }, "inference_fingerprint": "sha256:e532deefbd56a419a90c04a519cf49e1bfc9e2484b9c28fc17494efa23462036", "kind": "scitomo_learned_checkpoint", "owner": { "family": "restoration", "kind": "method", "method_kind": "deepdewedge" }, "package_id": "deepdewedge_tutorial", "package_revision": 4, "provenance": { "citations": [ "https://doi.org/10.1038/s41467-024-51438-y", "https://doi.org/10.6084/m9.figshare.25043435.v1" ], "licenses": [], "sources": [ { "identifier": "072075692a44a8f17394214369e6e762abe52bc3", "kind": "upstream_repository", "metadata": {}, "project": "MLI-lab/DeepDeWedge", "revision": "072075692a44a8f17394214369e6e762abe52bc3", "sha256": null, "url": "https://github.com/MLI-lab/DeepDeWedge" } ] }, "requirements": { "learned_checkpoint_format": 2, "minimum_scitomo_version": "0.7.3" }, "schema_version": 4, "tensors": [ { "dtype": "float32", "name": "bottleneck_conv_0.bias", "shape": [ 512 ] }, { "dtype": "float32", "name": "bottleneck_conv_0.weight", "shape": [ 512, 256, 3, 3, 3 ] }, { "dtype": "float32", "name": "bottleneck_conv_1.bias", "shape": [ 256 ] }, { "dtype": "float32", "name": "bottleneck_conv_1.weight", "shape": [ 256, 512, 3, 3, 3 ] }, { "dtype": "float32", "name": "down_0_conv_0.bias", "shape": [ 64 ] }, { "dtype": "float32", "name": "down_0_conv_0.weight", "shape": [ 64, 1, 3, 3, 3 ] }, { "dtype": "float32", "name": "down_0_conv_1.bias", "shape": [ 64 ] }, { "dtype": "float32", "name": "down_0_conv_1.weight", "shape": [ 64, 64, 3, 3, 3 ] }, { "dtype": "float32", "name": "down_0_conv_2.bias", "shape": [ 64 ] }, { "dtype": "float32", "name": "down_0_conv_2.weight", "shape": [ 64, 64, 3, 3, 3 ] }, { "dtype": "float32", "name": "down_1_conv_0.bias", "shape": [ 128 ] }, { "dtype": "float32", "name": "down_1_conv_0.weight", "shape": [ 128, 64, 3, 3, 3 ] }, { "dtype": "float32", "name": "down_1_conv_1.bias", "shape": [ 128 ] }, { "dtype": "float32", "name": "down_1_conv_1.weight", "shape": [ 128, 128, 3, 3, 3 ] }, { "dtype": "float32", "name": "down_1_conv_2.bias", "shape": [ 128 ] }, { "dtype": "float32", "name": "down_1_conv_2.weight", "shape": [ 128, 128, 3, 3, 3 ] }, { "dtype": "float32", "name": "down_2_conv_0.bias", "shape": [ 256 ] }, { "dtype": "float32", "name": "down_2_conv_0.weight", "shape": [ 256, 128, 3, 3, 3 ] }, { "dtype": "float32", "name": "down_2_conv_1.bias", "shape": [ 256 ] }, { "dtype": "float32", "name": "down_2_conv_1.weight", "shape": [ 256, 256, 3, 3, 3 ] }, { "dtype": "float32", "name": "down_2_conv_2.bias", "shape": [ 256 ] }, { "dtype": "float32", "name": "down_2_conv_2.weight", "shape": [ 256, 256, 3, 3, 3 ] }, { "dtype": "float32", "name": "downsample_0.bias", "shape": [ 64 ] }, { "dtype": "float32", "name": "downsample_0.weight", "shape": [ 64, 64, 3, 3, 3 ] }, { "dtype": "float32", "name": "downsample_1.bias", "shape": [ 128 ] }, { "dtype": "float32", "name": "downsample_1.weight", "shape": [ 128, 128, 3, 3, 3 ] }, { "dtype": "float32", "name": "downsample_2.bias", "shape": [ 256 ] }, { "dtype": "float32", "name": "downsample_2.weight", "shape": [ 256, 256, 3, 3, 3 ] }, { "dtype": "float32", "name": "final_conv.bias", "shape": [ 1 ] }, { "dtype": "float32", "name": "final_conv.weight", "shape": [ 1, 64, 1, 1, 1 ] }, { "dtype": "float32", "name": "up_0_conv_0.bias", "shape": [ 256 ] }, { "dtype": "float32", "name": "up_0_conv_0.weight", "shape": [ 256, 512, 3, 3, 3 ] }, { "dtype": "float32", "name": "up_0_conv_1.bias", "shape": [ 256 ] }, { "dtype": "float32", "name": "up_0_conv_1.weight", "shape": [ 256, 256, 3, 3, 3 ] }, { "dtype": "float32", "name": "up_0_conv_2.bias", "shape": [ 256 ] }, { "dtype": "float32", "name": "up_0_conv_2.weight", "shape": [ 256, 256, 3, 3, 3 ] }, { "dtype": "float32", "name": "up_1_conv_0.bias", "shape": [ 128 ] }, { "dtype": "float32", "name": "up_1_conv_0.weight", "shape": [ 128, 256, 3, 3, 3 ] }, { "dtype": "float32", "name": "up_1_conv_1.bias", "shape": [ 128 ] }, { "dtype": "float32", "name": "up_1_conv_1.weight", "shape": [ 128, 128, 3, 3, 3 ] }, { "dtype": "float32", "name": "up_1_conv_2.bias", "shape": [ 128 ] }, { "dtype": "float32", "name": "up_1_conv_2.weight", "shape": [ 128, 128, 3, 3, 3 ] }, { "dtype": "float32", "name": "up_2_conv_0.bias", "shape": [ 64 ] }, { "dtype": "float32", "name": "up_2_conv_0.weight", "shape": [ 64, 128, 3, 3, 3 ] }, { "dtype": "float32", "name": "up_2_conv_1.bias", "shape": [ 64 ] }, { "dtype": "float32", "name": "up_2_conv_1.weight", "shape": [ 64, 64, 3, 3, 3 ] }, { "dtype": "float32", "name": "up_2_conv_2.bias", "shape": [ 64 ] }, { "dtype": "float32", "name": "up_2_conv_2.weight", "shape": [ 64, 64, 3, 3, 3 ] }, { "dtype": "float32", "name": "upsample_0.bias", "shape": [ 256 ] }, { "dtype": "float32", "name": "upsample_0.weight", "shape": [ 256, 256, 3, 3, 3 ] }, { "dtype": "float32", "name": "upsample_1.bias", "shape": [ 128 ] }, { "dtype": "float32", "name": "upsample_1.weight", "shape": [ 256, 128, 3, 3, 3 ] }, { "dtype": "float32", "name": "upsample_2.bias", "shape": [ 64 ] }, { "dtype": "float32", "name": "upsample_2.weight", "shape": [ 128, 64, 3, 3, 3 ] } ], "training": null }