ABHISHEK N A

Fire and Smoke Detection using CNN The current fire detection system employs cutting-edge convolutional neural networks (CNN) as the fundamental technology for its detection capabilities. This sophisticated approach leverages the power of deep learning to analyze and interpret visual data efficiently. To ensure the effectiveness of the CNN model, a meticulously curated training dataset comprising 999 images has been employed. These images have been skillfully resized and reshaped to optimize the model's ability to recognize and distinguish fire-related patterns.