Design of a Fire Extinguishing System in a Warehouse through Image Processing along with Cloud Computing

Dr. S M Girirajkumar, Akshayavarshini V, Geetharanjani G, Harini Banumathi N, Sandhya V
2022 Zenodo  
Every year, thousands of forest warehouse fires across the globe cause disasters beyond measure and description. This issue has been the research interest for many years; there are a huge amount of very well studied solutions available out there for testing or even ready for use to resolve this problem. Forest and urban warehouse fires have been and still are serious problems for many countries in the world. Currently, there are many different solutions to detect forest warehouse fires. People
more » ... re using sensors to detect the warehouse fire. But this case is not possible for large acres of forest. In this thesis, we discuss a new approach for warehouse fire detection, in which modern technologies are used. In particular, we propose a platform for Artificial Intelligence using deep learning algorithms such as Convolutional Neural Network. These computer vision methods for recognition and detection of warehouse fire, based on the still images or the video input from the cameras. The accuracy is based on the algorithm which we are going to use and the datasets and splitting them into a train set and test set.
doi:10.5281/zenodo.6624687 fatcat:3wonpvxnhbfzrfpajr5cjlmmbm