Hugging Face's logo

synergyai-jaeung
/
vit-base-patch16-224-in21k_covid_19_ct_scans-finetuned-RCC

Image Classification
Transformers
TensorBoard
Safetensors
vit
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
synergyai-jaeung commited on
Commit
cdc191e
•
1 Parent(s): 823753e

Training in progress, epoch 1

Browse files
Files changed (8) hide show
  1. config.json +32 -0
  2. model.safetensors +3 -0
  3. preprocessor_config.json +36 -0
  4. runs/May27_16-51-33_RTX3090/events.out.tfevents.1716796324.RTX3090.90416.0 +3 -0
  5. runs/May27_16-59-11_RTX3090/events.out.tfevents.1716796762.RTX3090.91258.0 +3 -0
  6. runs/May27_17-08-57_RTX3090/events.out.tfevents.1716797346.RTX3090.8045.0 +3 -0
  7. runs/May27_17-11-52_RTX3090/events.out.tfevents.1716797516.RTX3090.8398.0 +3 -0
  8. training_args.bin +3 -0
config.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "DunnBC22/vit-base-patch16-224-in21k_covid_19_ct_scans",
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": "benign",
13
+ "1": "malignant"
14
+ },
15
+ "image_size": 224,
16
+ "initializer_range": 0.02,
17
+ "intermediate_size": 3072,
18
+ "label2id": {
19
+ "benign": 0,
20
+ "malignant": 1
21
+ },
22
+ "layer_norm_eps": 1e-12,
23
+ "model_type": "vit",
24
+ "num_attention_heads": 12,
25
+ "num_channels": 3,
26
+ "num_hidden_layers": 12,
27
+ "patch_size": 16,
28
+ "problem_type": "single_label_classification",
29
+ "qkv_bias": true,
30
+ "torch_dtype": "float32",
31
+ "transformers_version": "4.41.1"
32
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bf579d8d432897475479bd8b99f9b0e80634bf5f6015cbaf759efc00d151cd74
3
+ size 343223968
preprocessor_config.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_valid_processor_keys": [
3
+ "images",
4
+ "do_resize",
5
+ "size",
6
+ "resample",
7
+ "do_rescale",
8
+ "rescale_factor",
9
+ "do_normalize",
10
+ "image_mean",
11
+ "image_std",
12
+ "return_tensors",
13
+ "data_format",
14
+ "input_data_format"
15
+ ],
16
+ "do_normalize": true,
17
+ "do_rescale": true,
18
+ "do_resize": true,
19
+ "image_mean": [
20
+ 0.5,
21
+ 0.5,
22
+ 0.5
23
+ ],
24
+ "image_processor_type": "ViTImageProcessor",
25
+ "image_std": [
26
+ 0.5,
27
+ 0.5,
28
+ 0.5
29
+ ],
30
+ "resample": 2,
31
+ "rescale_factor": 0.00392156862745098,
32
+ "size": {
33
+ "height": 224,
34
+ "width": 224
35
+ }
36
+ }
runs/May27_16-51-33_RTX3090/events.out.tfevents.1716796324.RTX3090.90416.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:287a0ebb10b27f1437a6e5433ee8f9cee296b4e1f42ce4d7c69f59a79173346c
3
+ size 5056
runs/May27_16-59-11_RTX3090/events.out.tfevents.1716796762.RTX3090.91258.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:28791a37cf3f4ee4247e196ea0a568d95e38ed56ba8d71bb5a6116f3e4141f5f
3
+ size 5056
runs/May27_17-08-57_RTX3090/events.out.tfevents.1716797346.RTX3090.8045.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0353df84f0fd528709e873a2da0db53863a3b2ab75b4a120133b0064bf091730
3
+ size 5056
runs/May27_17-11-52_RTX3090/events.out.tfevents.1716797516.RTX3090.8398.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:259f44d85e04f91d7b9af7c35a89de1a67c889faebdc725880af11d46e344d14
3
+ size 5565
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c854bccb37fa8a6d77645ad172853c9bc54c4fe183f626ac663db0a6bee0bcdd
3
+ size 4731