Hugging Face's logo

ClementP
/
FundusDRGrading-swinv2_large_window12to16_192to256.ms_in22k_ft_in1k

Transformers
PyTorch
Safetensors
English
fundus
diabetic retinopathy
classification
Eval Results
Inference Endpoints
Model card Files Community
ClementP commited on
Commit
f0a5028
•
1 Parent(s): fdd2602

Add model

Browse files
Files changed (2) hide show
  1. config.json +33 -20
  2. model.safetensors +2 -2
config.json CHANGED
@@ -1,24 +1,37 @@
1
  {
2
- "architecture": "swinv2_large_window12to16_192to256.ms_in22k_ft_in1k",
3
- "as_regression": true,
4
- "ema": {
5
- "decay": 0.999
6
- },
7
- "img_size": [
8
- 512,
9
- 512
10
- ],
11
- "lr": 3e-05,
12
- "num_classes": 5,
13
- "optimizer": {
14
- "betas": [
15
- 0.9,
16
- 0.999
17
  ],
18
- "weight_decay": 0.0005
19
- },
20
- "pretrained": true,
21
- "swa": {
22
- "swa_lrs": 3e-05
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
23
  }
24
  }
 
1
  {
2
+ "architecture": "swinv2_large_window12to16_192to256",
3
+ "num_classes": 1,
4
+ "num_features": 1536,
5
+ "global_pool": "avg",
6
+ "pretrained_cfg": {
7
+ "tag": "ms_in22k_ft_in1k",
8
+ "custom_load": false,
9
+ "input_size": [
10
+ 3,
11
+ 256,
12
+ 256
 
 
 
 
13
  ],
14
+ "fixed_input_size": true,
15
+ "interpolation": "bicubic",
16
+ "crop_pct": 0.9,
17
+ "crop_mode": "center",
18
+ "mean": [
19
+ 0.485,
20
+ 0.456,
21
+ 0.406
22
+ ],
23
+ "std": [
24
+ 0.229,
25
+ 0.224,
26
+ 0.225
27
+ ],
28
+ "num_classes": 1000,
29
+ "pool_size": [
30
+ 8,
31
+ 8
32
+ ],
33
+ "first_conv": "patch_embed.proj",
34
+ "classifier": "head.fc",
35
+ "license": "mit"
36
  }
37
  }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ee97970490b1be533d46819662e0dadb1ba999e90f90422fafd72feb23bbe48a
3
- size 780864172
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:07cfd4eb623979f138c93b5ba7583ed7eea7b3505cd8369f56bf7f041172ee83
3
+ size 780861620