Abstract: To address the current challenges in fire detection algorithms, including insufficient feature extraction, high computational complexity, limited deployment on resource-constrained devices, ...

Object detection examples with haar cascade classifier algorithm (Face, eyes, mouth, other objects etc.). Cascade Classifier Training http://docs.opencv.org/3.1.0/dc ...

Hybrid architecture for improved accuracy Multi-scale processing for varying fire sizes Optimized for both performance and efficiency Comprehensive evaluation metrics (mAP50, mAP50-95, F1-score) ...

Abstract: Fire and smoke detection is an important measure to ensure the safety of people’s lives and property, as well as a crucial link in maintaining ecological balance and supporting scientific ...

The easiest way to start using ia is downloading a binary. The only requirements of the binary are a Unix-like environment with Python installed. To download the ...