[PDF][PDF] Effect of data-augmentation on fine-tuned CNN model performance

R Poojary, R Raina, AK Mondal - algorithms, 2021 - academia.edu
During the last few years, deep learning achieved remarkable results in the field of machine
learning when used for computer vision tasks. Among many of its architectures, deep neural …

Application of CNNs in Home Security

R Poojary, R Raina… - … Conference on Electrical …, 2022 - ieeexplore.ieee.org
This study uses a deep learning model to detect the existence of a flame in an unused
kitchen burner. This can also be used to sound an alarm or warn people who need to know …