---
license: other
base_model: nvidia/segformer-b0-finetuned-ade-512-512
tags:
- generated_from_keras_callback
model-index:
- name: Omar280X/passport_segmentation_v9
  results: []
---

<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->

# Omar280X/passport_segmentation_v9

This model is a fine-tuned version of [nvidia/segformer-b0-finetuned-ade-512-512](https://huggingface.co/nvidia/segformer-b0-finetuned-ade-512-512) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 0.0239
- Validation Loss: 0.0941
- 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 |
|:----------:|:---------------:|:-----:|
| 0.1594     | 0.1322          | 0     |
| 0.0783     | 0.1326          | 1     |
| 0.0620     | 0.1099          | 2     |
| 0.0531     | 0.1093          | 3     |
| 0.0484     | 0.0908          | 4     |
| 0.0440     | 0.1785          | 5     |
| 0.0403     | 0.1345          | 6     |
| 0.0379     | 0.0885          | 7     |
| 0.0357     | 0.1485          | 8     |
| 0.0334     | 0.1024          | 9     |
| 0.0308     | 0.1009          | 10    |
| 0.0311     | 0.1368          | 11    |
| 0.0321     | 0.1223          | 12    |
| 0.0290     | 0.0974          | 13    |
| 0.0272     | 0.1802          | 14    |
| 0.0276     | 0.1109          | 15    |
| 0.0260     | 0.1074          | 16    |
| 0.0279     | 0.1092          | 17    |
| 0.0252     | 0.0994          | 18    |
| 0.0239     | 0.0941          | 19    |


### Framework versions

- Transformers 4.37.0
- TensorFlow 2.10.0
- Datasets 3.2.0
- Tokenizers 0.15.2