Enhanced Intelligent Smart Home Control and Security System Based on Deep Learning Model

Algorithm 2

CNN-based home security algorithm

1:  Begin

2:  Define parameters

3:  Initialize Ms and Cam

4:  Establish and confirm the status of

5:  If

6:   Evaluate the initial state of the home

7:   If the camera and motion sensor are active

8:    Start MufHAS security

9:   Else, go to step 4

10:  end if

11:  whileMs is ON

12:   for each object detected do

13:    if cam is on sleep mode;

14:     trigger ON

15:    else

16:     Continue streaming

17:    end if

18:    Capture image

19:    Extract region of interest

20:    Apply the trained CNN model

21:    if

22:     Save to cloud

23:    else,

24:    Raise an alarm and save the captured picture

25:   end if

26:  End