Hugging Face's logo

Ajay-user
/
vit-base-patch16-224-finetuned-pneumonia-detection

Image Classification
Transformers
TensorBoard
Safetensors
vit
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
Ajay-user commited on
Commit
63ac623
•
1 Parent(s): 2d5b0d1

Training in progress, epoch 0

Browse files
Files changed (8) hide show
  1. config.json +34 -0
  2. model.safetensors +3 -0
  3. preprocessor_config.json +22 -0
  4. runs/Mar06_18-21-00_e129fdfa58ce/events.out.tfevents.1709749262.e129fdfa58ce.1533.0 +3 -0
  5. runs/Mar06_18-24-18_e129fdfa58ce/events.out.tfevents.1709749467.e129fdfa58ce.1533.1 +3 -0
  6. runs/Mar06_18-31-35_e129fdfa58ce/events.out.tfevents.1709749902.e129fdfa58ce.1533.2 +3 -0
  7. runs/Mar06_18-33-09_e129fdfa58ce/events.out.tfevents.1709749995.e129fdfa58ce.1533.3 +3 -0
  8. training_args.bin +3 -0
config.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "google/vit-base-patch16-224",
3
+ "architectures": [
4
+ "ViTForImageClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.0,
7
+ "encoder_stride": 16,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.0,
10
+ "hidden_size": 768,
11
+ "id2label": {
12
+ "0": "COVID19",
13
+ "1": "NORMAL",
14
+ "2": "PNEUMONIA"
15
+ },
16
+ "image_size": 224,
17
+ "initializer_range": 0.02,
18
+ "intermediate_size": 3072,
19
+ "label2id": {
20
+ "COVID19": 0,
21
+ "NORMAL": 1,
22
+ "PNEUMONIA": 2
23
+ },
24
+ "layer_norm_eps": 1e-12,
25
+ "model_type": "vit",
26
+ "num_attention_heads": 12,
27
+ "num_channels": 3,
28
+ "num_hidden_layers": 12,
29
+ "patch_size": 16,
30
+ "problem_type": "single_label_classification",
31
+ "qkv_bias": true,
32
+ "torch_dtype": "float32",
33
+ "transformers_version": "4.38.2"
34
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2039be83f29b41309b8604251578f47a109dc73401716b3b96fd6ac3c816d5d1
3
+ size 343227052
preprocessor_config.json ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_normalize": true,
3
+ "do_rescale": true,
4
+ "do_resize": true,
5
+ "image_mean": [
6
+ 0.5,
7
+ 0.5,
8
+ 0.5
9
+ ],
10
+ "image_processor_type": "ViTImageProcessor",
11
+ "image_std": [
12
+ 0.5,
13
+ 0.5,
14
+ 0.5
15
+ ],
16
+ "resample": 2,
17
+ "rescale_factor": 0.00392156862745098,
18
+ "size": {
19
+ "height": 224,
20
+ "width": 224
21
+ }
22
+ }
runs/Mar06_18-21-00_e129fdfa58ce/events.out.tfevents.1709749262.e129fdfa58ce.1533.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:25005cef7ff4f35d754e785156079ecf022798ee475a67a08d2977c7e9047a9e
3
+ size 4726
runs/Mar06_18-24-18_e129fdfa58ce/events.out.tfevents.1709749467.e129fdfa58ce.1533.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:67e87a16717917c4227d8a615bd3efbfda2ae1dbb8feb0670e08bc1d61373cc7
3
+ size 9573
runs/Mar06_18-31-35_e129fdfa58ce/events.out.tfevents.1709749902.e129fdfa58ce.1533.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a155b3518fa32caa4733cc6794787320d493fa766052d19be6e85dd74f561aa4
3
+ size 4775
runs/Mar06_18-33-09_e129fdfa58ce/events.out.tfevents.1709749995.e129fdfa58ce.1533.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d3021f2ea10874bcdb9eeca86b152a74a2a75cae949d830b72ce152258304db4
3
+ size 4775
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e75011965bcd6d82d4e6fdda64c07c40ed02c1f49dcbc4dbf46c4120d9f9fba1
3
+ size 4920