Omar280X/crack_segmentation_b0

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: 0.0046
• Validation Loss: 0.0042
• Epoch: 4

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
0.0978	0.0180	0
0.0097	0.0075	1
0.0065	0.0055	2
0.0053	0.0047	3
0.0046	0.0042	4

Framework versions

• Transformers 4.37.0
• TensorFlow 2.10.0
• Tokenizers 0.15.2