Forest_Fire_Detection_DeepLearning

This project builds a Convolutional Neural Network (CNN) model to detect forest fires from image data. Early identification of wildfire threats is crucial, and this model helps automate the detection process, potentially supporting firefighting efforts and environmental protection.

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📁 Project Structure

Forest_fire_detection/

├── Forest_Fire_Detection_using_DL.ipynb # Main notebook for training and evaluation

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📊 Dataset

• Name: The Wildfire Dataset
• Source: Kaggle

This dataset contains labeled image data useful for training binary image classification models.

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🛠️ Tech Stack

• Python 3.x
• TensorFlow / Keras
• NumPy
• Matplotlib

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📄 License

This project is licensed under the MIT License.