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README.md

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 # 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.
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+## 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