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1aurent
/
resnext50_32x4d.tiatoolbox-kather100k

Image Classification
timm
Safetensors
feature-extraction
biology
cancer
histology
TIA
tiatoolbox
Model card Files Community
1aurent commited on
Commit
a1628ed
•
1 Parent(s): 1d6ac64

Update config.json

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Files changed (1) hide show
  1. config.json +12 -11
config.json CHANGED
@@ -1,9 +1,10 @@
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  {
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  "architecture": "resnext50_32x4d",
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  "num_classes": 9,
 
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  "num_features": 2048,
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  "pretrained_cfg": {
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- "tag": "a1_in1k",
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  "custom_load": false,
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  "input_size": [
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  3,
@@ -12,25 +13,25 @@
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  ],
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  "test_input_size": [
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  3,
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- 288,
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- 288
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  ],
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  "fixed_input_size": false,
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  "interpolation": "bicubic",
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- "crop_pct": 0.95,
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  "test_crop_pct": 1.0,
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  "crop_mode": "center",
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  "mean": [
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- 0.485,
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- 0.456,
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- 0.406
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  ],
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  "std": [
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- 0.229,
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- 0.224,
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- 0.225
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  ],
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- "num_classes": 1000,
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  "pool_size": [
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  7,
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  7
 
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  {
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  "architecture": "resnext50_32x4d",
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  "num_classes": 9,
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+ "label_names": ["BACK", "NORM", "DEB", "TUM", "ADI", "MUC", "MUS", "STR", "LYM"],
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  "num_features": 2048,
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  "pretrained_cfg": {
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+ "tag": "tiatoolbox-kather100k",
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  "custom_load": false,
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  "input_size": [
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  3,
 
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  ],
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  "test_input_size": [
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  3,
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+ 224,
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+ 224
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  ],
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  "fixed_input_size": false,
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  "interpolation": "bicubic",
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+ "crop_pct": 1.0,
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  "test_crop_pct": 1.0,
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  "crop_mode": "center",
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  "mean": [
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+ 0.0,
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+ 0.0,
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+ 0.0
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  ],
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  "std": [
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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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+ "num_classes": 9,
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  "pool_size": [
36
  7,
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  7