metadata
license: other
base_model: nvidia/segformer-b0-finetuned-ade-512-512
tags:
- generated_from_keras_callback
model-index:
- name: Omar280X/passport_line_segmentation
results: []
Omar280X/passport_line_segmentation
This model is a fine-tuned version of nvidia/segformer-b0-finetuned-ade-512-512 on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.0672
- Validation Loss: 0.0692
- Epoch: 19
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- optimizer: {'name': 'Adam', 'learning_rate': 6e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 0.2073 | 0.1095 | 0 |
| 0.1047 | 0.0942 | 1 |
| 0.0941 | 0.0874 | 2 |
| 0.0884 | 0.0843 | 3 |
| 0.0846 | 0.0809 | 4 |
| 0.0818 | 0.0787 | 5 |
| 0.0795 | 0.0764 | 6 |
| 0.0775 | 0.0751 | 7 |
| 0.0760 | 0.0744 | 8 |
| 0.0747 | 0.0732 | 9 |
| 0.0736 | 0.0724 | 10 |
| 0.0726 | 0.0719 | 11 |
| 0.0718 | 0.0711 | 12 |
| 0.0711 | 0.0712 | 13 |
| 0.0706 | 0.0706 | 14 |
| 0.0697 | 0.0700 | 15 |
| 0.0690 | 0.0697 | 16 |
| 0.0684 | 0.0696 | 17 |
| 0.0679 | 0.0692 | 18 |
| 0.0672 | 0.0692 | 19 |
Framework versions
- Transformers 4.37.2
- TensorFlow 2.10.0
- Datasets 3.1.0
- Tokenizers 0.15.2