Smoke detection in two classes (white, black) with YOLO V9
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Updated
May 11, 2024 - Jupyter Notebook
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smokedetection
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fire and smoke detection
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Updated
May 17, 2023 - Jupyter Notebook
This project uses transfer learning with EfficientNetB0 to classify images into "Smoke" and "Fire" categories, achieving ~76% accuracy. The model leverages fine-tuning, feature extraction, and data augmentation, with high precision for "Fire" and perfect recall for "Smoke."
python machine-learning deep-learning tensorflow artificial-intelligence transfer-learning efficientnet firedetection smokedetection convolutionalneuralnetworks
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Updated
Apr 28, 2025 - Jupyter Notebook
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