Project Exhibit for Tomorrow (Project SFDAS)
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GitHub Repo
https://github.com/Chuuuckie/main
Project Smart Fire Detection using Image Processing
Just recently, we have a few problems regarding the project - and the deadline will be tomorrow - (University Of Cebu - LM - Project Exhibit Launch). Its quite amazing when our System is already working fine "outside" the school premises. Which I will be giving you a video right here.
Background
THE STUDY ENVISIONS TO PRODUCE A SYSTEM THAT IS USED TO IDENTIFY FIRE USING IMAGE PROCESSING AND TO NOTIFY USER ABOUT THE FIRE AT HOME IN THE ABSENCE OF PEOPLE. THAT IS DESIGNED TO REDUCE THE RISK OF MORE SEVERE FIRE DAMAGE WHEN THE FIRE BROKE AND MAKE IT MINIMUM. WITH THIS SYSTEM, IT CAN HELP USERS IN MANY ASPECTS, ESPECIALLY TO NOTIFY THE AUTHORIZED PERSONNEL, SO YOU CAN TAKE EARLY STEPS THAT CAN OVERCOME THE BLAZE SPREAD RAPIDLY. THE HARDWARE IMPLEMENTATION IN THIS PROJECT IS A WEBCAM CAMERA, RASPBERRY PI, PHONE DEVICE, GSM MODULE AND GPS MODULE. THE RESULT FROM THIS PROJECT IS USEFUL TO BE IMPLEMENTED IN HOME AND INDUSTRIAL TO HELP IN THE RISK OF DEATH AND INJURIES FURTHERMORE TO AVOID THE LOSSES THAT NEED TO BE BORNE BY THE VICTIMS.
Methodology
THE PROPOSED DEVICE AIMS TO PROVIDE SUPPORT TO THE FIRE FIGHTERS AND AS WELL TO THE PEOPLE IN NEED OF SUCH SYSTEM TO PREVENT FIRE. IN ORDER TO REALIZE THE PROJECT, A CONCEPTUAL FRAMEWORK IS DONE. A CONCEPTUAL FRAMEWORK IS A GROUP OF CONCEPTS THAT ARE BROADLY DEFINED AND SYSTEMATICALLY ORGANIZED TO PROVIDE FOCUS, A RATIONALE, AND A TOOL FOR THE INTEGRATION AND INTERPRETATION OF INFORMATION.
THE SYSTEM HAS THREAT LEVELS THAT CAN IDENTIFY WHAT LEVEL OF THREAT CAN THE FIRE GIVE.
- LEVEL 0 – IF THE CAMERA HAS CAPTURED AN IMAGE OF FIRE AT LEAST (1) MINUTE, THE SPRINKLER WILL ACTIVATE.
LEVEL 1 – IF THE CAMERA HAS CAPTURED AN IMAGE OF FIRE AT GREATER THAN (1) MINUTE BUT LESS THAN (5) MINUTES, BOTH THE SPRINKLER AND BUZZER WILL ACTIVATE.
LEVEL 2 – IF THE CAMERA HAS CAPTURED AN IMAGE OF FIRE OVER (5) MINUTES, ALL WILL ACTIVATE INCLUDING THE SPRINKLER, BUZZER AND THE MESSAGE RELAY.
THE SYSTEM THREAT LEVEL IS BASED ON THE DURATION OF TIME WHEN A FIRE OR SMOKE IS PRESENT, IT IS NOT BASED FROM THE SIZE OF THE FIRE OR SMOKE LIKE THE BFP USES.
Diagram
Results
BASED FROM THE RESULTS AND THE FIRE DETECTION SYSTEM, THE SYSTEM WAS ABLE TO DETECT A FIRE FROM THE THEORY AND METHOD CASCADING THEORY AND THE IMAGES WILL BE TRAINED AND TO BE COMPILED IN A CODE. AFTER A FIRE HAS BEEN DETECTED, THERE WILL BE A DURATION OF SECONDS UNTIL IT START SENDING MESSAGE TO THE SPECIFIC REGISTERED USER. THE MESSAGE CONTAINS THE NAME, THE WARNING MESSAGE AND THE LOCATION.
WITH THESE RESULTS WE MAY CONCLUDE THAT SOMEDAY , THIS KIND OF SYSTEM SHALL BE IMPLEMENTED AND INTEGRATED TOGETHER WITH CCTV CAMERAS.
Note: Our Product/Project is still not final for defense, further more - there will also be minor revisions of the project if we are to fail or not to fail.
Posted from my blog with SteemPress : http://chuckunlimited.net/index.php/2019/02/15/project-exhibit-for-tomorrow-project-sfdas/
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