zubairsalman7 commited on
Commit
dd8a334
·
verified ·
1 Parent(s): ca27025

Model save

Browse files
Files changed (2) hide show
  1. README.md +8 -11
  2. model.safetensors +1 -1
README.md CHANGED
@@ -3,9 +3,6 @@ library_name: transformers
3
  license: apache-2.0
4
  base_model: google/vit-base-patch16-224-in21k
5
  tags:
6
- - medical-imaging
7
- - chest-xray
8
- - tumor-detection
9
  - generated_from_trainer
10
  metrics:
11
  - accuracy
@@ -19,10 +16,10 @@ should probably proofread and complete it, then remove this comment. -->
19
 
20
  # vit-xray-tumor
21
 
22
- This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the chest-xray-tumor dataset.
23
  It achieves the following results on the evaluation set:
24
- - Loss: 0.3043
25
- - Accuracy: 0.9574
26
 
27
  ## Model description
28
 
@@ -54,11 +51,11 @@ The following hyperparameters were used during training:
54
 
55
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
56
  |:-------------:|:-------:|:----:|:---------------:|:--------:|
57
- | 0.5275 | 3.6765 | 125 | 0.2993 | 0.9606 |
58
- | 0.5129 | 7.3529 | 250 | 0.2824 | 0.9606 |
59
- | 0.4798 | 11.0294 | 375 | 0.2860 | 0.9606 |
60
- | 0.447 | 14.7059 | 500 | 0.2799 | 0.9606 |
61
- | 0.4283 | 18.3824 | 625 | 0.2707 | 0.9606 |
62
 
63
 
64
  ### Framework versions
 
3
  license: apache-2.0
4
  base_model: google/vit-base-patch16-224-in21k
5
  tags:
 
 
 
6
  - generated_from_trainer
7
  metrics:
8
  - accuracy
 
16
 
17
  # vit-xray-tumor
18
 
19
+ This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.2761
22
+ - Accuracy: 0.9595
23
 
24
  ## Model description
25
 
 
51
 
52
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
53
  |:-------------:|:-------:|:----:|:---------------:|:--------:|
54
+ | 0.5283 | 3.6765 | 125 | 0.2948 | 0.9606 |
55
+ | 0.516 | 7.3529 | 250 | 0.2843 | 0.9601 |
56
+ | 0.4878 | 11.0294 | 375 | 0.2756 | 0.9601 |
57
+ | 0.459 | 14.7059 | 500 | 0.2801 | 0.9601 |
58
+ | 0.4462 | 18.3824 | 625 | 0.2761 | 0.9595 |
59
 
60
 
61
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:041448991ded4a8dfbd56250eb00f6e0ffe719e86aff1dcaef0ed251d89cfb49
3
  size 343223968
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e4a01864bcb2c89cb2b43a16fc9df620e5fa9c01de7246088a3d8de9dfec9146
3
  size 343223968