Hugging Face's logo

ongkn
/
attraction-classifier

Image Classification
Transformers
Safetensors
vit
Generated from Trainer
Eval Results
Model card Files Community
5
ongkn commited on
Commit
738a101
·
verified ·
1 Parent(s): 0362d2d

End of training

Browse files
Files changed (2) hide show
  1. README.md +11 -10
  2. model.safetensors +1 -1
README.md CHANGED
@@ -32,7 +32,7 @@ should probably proofread and complete it, then remove this comment. -->
32
 
33
  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 imagefolder dataset.
34
  It achieves the following results on the evaluation set:
35
- - Loss: 0.5411
36
  - Accuracy: 0.7773
37
 
38
  ## Model description
@@ -65,15 +65,16 @@ The following hyperparameters were used during training:
65
 
66
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
67
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
68
- | 0.5969 | 0.58 | 150 | 0.5433 | 0.7227 |
69
- | 0.5066 | 1.16 | 300 | 0.5094 | 0.7402 |
70
- | 0.4708 | 1.74 | 450 | 0.5290 | 0.7227 |
71
- | 0.4099 | 2.33 | 600 | 0.4632 | 0.7904 |
72
- | 0.4078 | 2.91 | 750 | 0.4827 | 0.7751 |
73
- | 0.3681 | 3.49 | 900 | 0.4536 | 0.7969 |
74
- | 0.3318 | 4.07 | 1050 | 0.4662 | 0.7838 |
75
- | 0.3329 | 4.65 | 1200 | 0.4802 | 0.7948 |
76
- | 0.2758 | 5.23 | 1350 | 0.5411 | 0.7773 |
 
77
 
78
 
79
  ### Framework versions
 
32
 
33
  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 imagefolder dataset.
34
  It achieves the following results on the evaluation set:
35
+ - Loss: 0.5360
36
  - Accuracy: 0.7773
37
 
38
  ## Model description
 
65
 
66
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
67
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
68
+ | 0.5827 | 0.58 | 150 | 0.5508 | 0.7031 |
69
+ | 0.5214 | 1.16 | 300 | 0.5115 | 0.7598 |
70
+ | 0.4925 | 1.74 | 450 | 0.4870 | 0.7555 |
71
+ | 0.4148 | 2.33 | 600 | 0.4447 | 0.7948 |
72
+ | 0.4025 | 2.91 | 750 | 0.5507 | 0.7424 |
73
+ | 0.3627 | 3.49 | 900 | 0.4578 | 0.7904 |
74
+ | 0.3441 | 4.07 | 1050 | 0.4699 | 0.8188 |
75
+ | 0.3257 | 4.65 | 1200 | 0.4729 | 0.7817 |
76
+ | 0.2488 | 5.23 | 1350 | 0.4971 | 0.7817 |
77
+ | 0.3127 | 5.81 | 1500 | 0.5360 | 0.7773 |
78
 
79
 
80
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:09e6cac1999977f3dd02a43437f5e3f4074fbb2bb932d7dc68ad7f39312186a7
3
  size 343223968
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e59ba22c06f13124644bdcf389cee4ee4260893bbe4ebac07e162c45fc8f0f01
3
  size 343223968