The major part of the underlying idea is going to
detect the fire from upcoming smoke and the shade color of the
smoke using convolutional neural network. The fire detection
followed by the smoke detection is going to depend on the shade
and the direction vector analysis in this paper. Image processing
from the available set of data is very vague ideation so in order to
strengthen the idea we are incorporating two main features that
is the smoke shade and direction vector. For this major process
we will involve data preprocessing through bi-variate hypothesis
to select two variables as the color of smoke and the direction of
the smoke and hence do the further analysis on other features
that how are they going to help in the upcoming detection
neurons for the robust algorithm of fire detection
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