---
license: other
base_model: nvidia/segformer-b2-finetuned-ade-512-512
tags:
- generated_from_keras_callback
model-index:
- name: Omar280X/crack_segmentation_b2
  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/crack_segmentation_b2

This model is a fine-tuned version of [nvidia/segformer-b2-finetuned-ade-512-512](https://huggingface.co/nvidia/segformer-b2-finetuned-ade-512-512) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 0.0021
- Validation Loss: 0.0020
- Epoch: 9

## 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 |
|:----------:|:---------------:|:-----:|
| 0.0248     | 0.0045          | 0     |
| 0.0044     | 0.0036          | 1     |
| 0.0037     | 0.0032          | 2     |
| 0.0033     | 0.0029          | 3     |
| 0.0029     | 0.0026          | 4     |
| 0.0027     | 0.0025          | 5     |
| 0.0025     | 0.0023          | 6     |
| 0.0024     | 0.0022          | 7     |
| 0.0022     | 0.0021          | 8     |
| 0.0021     | 0.0020          | 9     |


### Framework versions

- Transformers 4.37.0
- TensorFlow 2.10.0
- Tokenizers 0.15.2