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ClementP
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FundusDRGrading-densenet121.tv_in1k

Transformers
PyTorch
Safetensors
English
fundus
diabetic retinopathy
classification
Inference Endpoints
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ClementP commited on
Commit
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1 Parent(s): 0c34cd4

Add model

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Files changed (2) hide show
  1. config.json +31 -20
  2. model.safetensors +2 -2
config.json CHANGED
@@ -1,24 +1,35 @@
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  {
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- "architecture": "densenet121.tv_in1k",
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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": "densenet121",
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+ "num_classes": 1,
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+ "num_features": 1024,
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+ "pretrained_cfg": {
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+ "tag": "tv_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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+ "fixed_input_size": false,
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+ "interpolation": "bicubic",
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+ "crop_pct": 0.875,
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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": "features.conv0",
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+ "classifier": "classifier"
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  }
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  }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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- size 28242636
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:984a2f74be712ed4a9a415107577968e900557530f50764ba1f0a9fba60c79b2
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+ size 28238276