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ClementP
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FundusDRGrading-convnext_small

Transformers
PyTorch
Safetensors
4 datasets
English
fundus
diabetic retinopathy
classification
Eval Results
Inference Endpoints
Model card Files Community
ClementP commited on
Commit
1084ab9
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1 Parent(s): 29a7126

Add model

Browse files
Files changed (2) hide show
  1. config.json +36 -19
  2. model.safetensors +2 -2
config.json CHANGED
@@ -1,24 +1,41 @@
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  {
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  "architecture": "convnext_small",
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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": "convnext_small",
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+ "num_classes": 1,
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+ "num_features": 768,
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+ "pretrained_cfg": {
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+ "tag": "in12k_ft_in1k",
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+ "custom_load": false,
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+ "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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+ "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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+ "first_conv": "stem.0",
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+ "classifier": "head.fc"
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  }
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  }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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  version https://git-lfs.github.com/spec/v1
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