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ESFD-YOLOv8n: Enhanced Fire Detection Method by payalsun is a document available to read on EtoBox.
What is ESFD-YOLOv8n: Enhanced Fire Detection Method about?
The paper presents ESFD-YOLOv8n, an advanced smoke and fire detection method utilizing an improved YOLOv8n model with architectural modifications for enhanced performance. Key innovations include replacing the CIoU loss function with WIoUv3, integrating GELAN blocks, and applying transfer learning, resulting in superior detection accuracy and efficiency. Experimental results demonstrate that ESFD-YOLOv8n outperforms the original YOLOv8n and other state-of-the-art algorithms, achieving a mean average precisi
- Author
- payalsun
- Language
- EN