Table 5 Hardware and software details.
From: Real time fire and smoke detection using vision transformers and spatiotemporal learning
Component | Details |
|---|---|
Hardware | |
Processor (CPU) | Intel Core i9-11900 K (8-core, 3.5 GHz) |
Graphics processing unit (GPU) | NVIDIA GeForce RTX 3090 (24 GB GDDR6X) |
RAM | 64 GB DDR4 |
Storage | 1 TB SSD |
Software | |
Operating system | Ubuntu 20.04 LTS |
Deep learning framework | TensorFlow 2.x, PyTorch 1.10 |
CUDA | CUDA 11.1 |
Libraries & tools | OpenCV 4.5.3, NumPy 1.21.2, Pandas 1.3.3, Matplotlib 3.4.3 |
