Adrian Celaya commited on
Add models and configuration files.
Browse files- config.json +53 -0
- models/fold_0.pt +3 -0
- models/fold_1.pt +3 -0
- models/fold_2.pt +3 -0
- models/fold_3.pt +3 -0
- models/fold_4.pt +3 -0
- models/model_config.json +18 -0
- postprocess.json +22 -0
config.json
ADDED
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@@ -0,0 +1,53 @@
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{
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"modality": "mr",
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"labels": [
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0,
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1,
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2,
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3,
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4
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],
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"final_classes": {
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"netc": [
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1
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],
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"snfh": [
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2
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],
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"et": [
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3
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],
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"rc": [
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4
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],
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"tc": [
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1,
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3
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],
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"wt": [
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1,
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2,
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3
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]
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},
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"crop_to_fg": true,
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"use_nz_mask": true,
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"target_spacing": [
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1.0,
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1.0,
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1.0
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],
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"median_image_size": [
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135,
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172,
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140
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],
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"patch_size": [
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128,
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128,
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128
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],
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"mist_version": "0.2.1b0",
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"patch_overlap": 0.5,
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"patch_blend_mode": "gaussian"
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}
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models/fold_0.pt
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:18d9375737b1cc651a69e0a22abf2f575b4e8843e0d3dce866c03a5a1b5c405c
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size 3119618
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models/fold_1.pt
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:e9fd735c538bab423ab0e5f64b3b38ee30924fcb89eaae3f68c81be511b37b33
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size 3119618
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models/fold_2.pt
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:ee131811b5d5a9a6fa6686db1ab17dbe51cb0decff91d7a6e49ac455123951cf
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size 3119618
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models/fold_3.pt
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:e5b0f1ae2ba34ec1a978c783f9526b26e77920ff9caac4bdba9d3ded2ac921ad
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size 3119618
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models/fold_4.pt
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:b9c244c44e8a0d1791045a4baa2fc85244640bff0d5ab961b0cfcf93c7359e2f
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size 3119618
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models/model_config.json
ADDED
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@@ -0,0 +1,18 @@
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{
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"model_name": "nnunet",
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"n_channels": 4,
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"n_classes": 5,
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"deep_supervision": true,
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"pocket": true,
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"patch_size": [
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128,
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128,
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128
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],
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"target_spacing": [
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1.0,
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1.0,
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1.0
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],
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"use_res_block": true
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}
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postprocess.json
ADDED
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@@ -0,0 +1,22 @@
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[
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{
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"transform": "get_top_k_connected_components",
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"apply_to_labels": [1, 2, 3],
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"apply_sequentially": false,
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"kwargs": {
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"top_k": 1,
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"morph_cleanup": true,
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"morph_cleanup_iterations": 2
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}
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},
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{
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"transform": "get_top_k_connected_components",
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"apply_to_labels": [4],
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"apply_sequentially": true,
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"kwargs": {
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"top_k": 1,
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"morph_cleanup": true,
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"morph_cleanup_iterations": 2
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}
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}
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]
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