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ClementP
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FundusDRGrading-swinv2_base_window16_256

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fundus
diabetic retinopathy
classification
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ClementP commited on
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411bb40
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Add model

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Files changed (2) hide show
  1. config.json +32 -19
  2. pytorch_model.bin +3 -0
config.json CHANGED
@@ -1,24 +1,37 @@
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  {
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  "architecture": "swinv2_base_window16_256",
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- "as_regression": true,
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- "ema": {
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- "decay": 0.999
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- },
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- "img_size": [
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- 512,
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- 512
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- ],
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- "lr": 3e-05,
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- "num_classes": 5,
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- "optimizer": {
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- "betas": [
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- 0.9,
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- 0.999
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  ],
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- "weight_decay": 0.0005
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- },
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- "pretrained": true,
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- "swa": {
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- "swa_lrs": 3e-05
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  }
 
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  {
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  "architecture": "swinv2_base_window16_256",
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+ "num_classes": 1,
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+ "num_features": 1024,
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+ "global_pool": "avg",
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+ "pretrained_cfg": {
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+ "tag": "ms_in1k",
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+ "custom_load": false,
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+ "input_size": [
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+ 3,
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+ 256,
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+ 256
 
 
 
 
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  ],
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+ "fixed_input_size": true,
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+ "interpolation": "bicubic",
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+ "crop_pct": 0.9,
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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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+ 8,
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+ 8
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+ ],
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+ "first_conv": "patch_embed.proj",
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+ "classifier": "head.fc",
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+ "license": "mit"
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  }
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  }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:38f15cb29813cd12af02724d38560bf7c425a2364b2fd7297b09cb62c059acec
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+ size 347741294