Can I read FireDetXplainer: Explainable AI for Wildfire Detection on EtoBox?

FireDetXplainer: Explainable AI for Wildfire Detection by arslanabdulghaffar is a document available to read on EtoBox.

What is FireDetXplainer: Explainable AI for Wildfire Detection about?

The document presents FireDetXplainer (FDX), a deep-learning model designed for wildfire detection that emphasizes interpretability through Explainable AI (XAI) tools. FDX achieves a remarkable classification accuracy of 99.91% by utilizing transfer learning, fine-tuning methodologies, and the pre-trained MobileNetV3 model, while also incorporating techniques like Grad-CAM and LIME for result interpretation. This innovative approach not only enhances detection accuracy but also sets a new benchmark for tran

Author

arslanabdulghaffar

Language

EN