fire_01

This model is a fine-tuned version of EdBianchi/vit-fire-detection on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.5069

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:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	15	0.9700
No log	2.0	30	0.5159
No log	3.0	45	0.5627
No log	4.0	60	0.5004
No log	5.0	75	0.5069

Framework versions

• Transformers 4.40.2
• Pytorch 2.2.1+cu121
• Datasets 2.19.1
• Tokenizers 0.19.1