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ClementP
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FundusDRGrading-vit_base_patch14_reg4_dinov2.lvd142m

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fundus
diabetic retinopathy
classification
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ClementP commited on
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1 Parent(s): 0de665e

Add model

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Files changed (2) hide show
  1. config.json +30 -20
  2. model.safetensors +2 -2
config.json CHANGED
@@ -1,24 +1,34 @@
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  {
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- "architecture": "vit_base_patch14_reg4_dinov2.lvd142m",
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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": "vit_base_patch14_reg4_dinov2",
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+ "num_classes": 1,
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+ "num_features": 768,
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+ "global_pool": "token",
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+ "pretrained_cfg": {
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+ "tag": "lvd142m",
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+ "custom_load": false,
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+ "input_size": [
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+ 3,
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+ 518,
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+ 518
 
 
 
 
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  ],
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+ "fixed_input_size": true,
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+ "interpolation": "bicubic",
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+ "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": 0,
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+ "pool_size": null,
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+ "first_conv": "patch_embed.proj",
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+ "classifier": "head",
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+ "license": "apache-2.0"
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  }
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  }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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- size 346124212
 
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  version https://git-lfs.github.com/spec/v1
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