FireDectection

Deep learning-based approach for wildfire prediction using satellite images.
Group project as part of the course CSC_5AI23_TA

Report.

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Dataset

Wildfire Prediction Dataset (Satellite Images): https://www.kaggle.com/datasets/abdelghaniaaba/wildfire-prediction-dataset/data

Methods

Semi-supervised learning

See the code here.
-> (Model)

Fine-tuning ResNet50 + data augmentation

See the code here.
-> (Model)

Fine-tuning EfficientNet-B0

See the code here.
-> (Model)

Masked AutoEncoding

See the code here.
-> (Model)