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
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Model tree for SachaEL/fire_01
Base model
google/vit-base-patch16-224-in21k
Finetuned
EdBianchi/vit-fire-detection