| dataset_info: | |
| features: | |
| - name: image | |
| dtype: image | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': Fire | |
| '1': Normal | |
| '2': Smoke | |
| splits: | |
| - name: train | |
| num_bytes: 166216842.46 | |
| num_examples: 6060 | |
| - name: test | |
| num_bytes: 89193578.0 | |
| num_examples: 759 | |
| - name: validation | |
| num_bytes: 75838884.0 | |
| num_examples: 756 | |
| download_size: 890673915 | |
| dataset_size: 331249304.46000004 | |
| # Dataset Card for "SmokeFire" | |
| Wildfires or forest fires are unpredictable catastrophic and destructive events that affect rural areas. The impact of these events affects both vegetation and wildlife. | |
| This dataset can be used to train networks able to detect smoke and/or fire in forest environments. | |
| ## Data Sources & Description | |
| - **This dataset consist of sample from two datasets hosted on Kaggle:** | |
| - [Forest Fire](https://www.kaggle.com/datasets/kutaykutlu/forest-fire?select=train_fire) | |
| - [Forest Fire Images](https://www.kaggle.com/datasets/mohnishsaiprasad/forest-fire-images) | |
| - **The datasets consist of:** | |
| - 2525 **Fire** samples | |
| - 2525 **Smoke** samples | |
| - 2525 **Normal** samples | |
| - **The dataset is splitted into:** | |
| - Train Set -> 6060 samples | |
| - Validation Set -> 756 samples | |
| - Test Set -> 759 samples | |