P18 : Wildfire Detection and Prediction system using a Sequential Transformer model for improved accuracy
| Students | Jasmine Wang
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| School | HDSB - Iroquois Ridge High School - Oakville |
| Level | Intermediate 9/10 - Grade 10 |
| Group | Group 8 - Engineering and Computing II |
| Abstract | The purpose of this project is to improve wildfire detection and prediction by developing a transformer-based sequential model that leverages long-term environmental trends. By addressing the limitations of single-day data analysis, the model enhances accuracy in wildfire prediction and detection. Additionally, I created a scalable, open-source data pipeline using Google Earth Engine, enabling future researchers accesss to cost-effective wildfire datasets. |
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