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sahilvishwa2108/
oil-spill-detection-models

tensorflow

computer-vision

oil-spill-detection

semantic-segmentation

environmental-monitoring

mit

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Oil Spill Detection Models

This repository contains trained deep learning models for oil spill detection in satellite and aerial imagery.

Models Included

deeplab_final_model.h5: DeepLab V3+ model for semantic segmentation
unet_final_model.h5: U-Net model for biomedical image segmentation

Usage

python

import tensorflow as tf

# Load model
model = tf.keras.models.load_model('deeplab_final_model.h5')

# Make predictions
predictions = model.predict(your_image_data)

Model Performance

Input Shape: (256, 256, 3)
Output: Multi-class segmentation masks
Optimized for oil spill detection accuracy

Citation

If you use these models in your research, please cite:

@misc{oil-spill-detection-2025,
  title={Oil Spill Detection Using Deep Learning},
  author={Your Name},
  year={2025},
  url={https://huggingface.co/sahilvishwa2108/oil-spill-detection-models}
}