Please help, I am a graduating student doing my bachelor's thesis and our research includes using ANFIS to minimize false alarms in fire detection. We are using temperature, smoke, and carbon monoxide sensors to detect fire. In real time, the values from these sensors will be the input to ANFIS and if fire is detected, output will be visual (flashing LED) and audio (buzzer) alarms. We are going to use python for training (unfortunately, we don't have MATLAB) and the ANFIS controller will be deployed to a Raspberry Pi 4. What IDE do you recommend? Do you know any libraries or sources that can help? Also, can this setup detect cooking or smoking as false alarm?
Dear Ann Sy
Basically, MWIR infrared (IR) cameras can detect heat and, with specific algorithms, can detect hotspots within a scene as well as flames for both detection and prevention of fire and fire risks.
Kind Regards
Qamar Ul Islam
Dear Ann Sy,
I suggest you to see links on topic.
https://www.mdpi.com/1424-8220/19/14/3150/htm
https://www.semanticscholar.org/paper/Design-and-Application-of-Fuzzy-Logic-Based-Fire-Sarwar-Bajwa/2a75a8483ae86d1a1a8e41d7bb3997817488a66d
https://www.spiedigitallibrary.org/conference-proceedings-of-spie/11423/114230H/Neuro-fuzzy-logic-for-parts-based-reasoning-about-complex-scenes/10.1117/12.2558094.short?webSyncID=ced268be-ad49-a285-31ab-0d3a6b03c97c&sessionGUID=009b6bcd-746b-80d8-e8ab-eeaed6ae05c1&SSO=1
Article An Intelligent Fire Warning Application Using IoT and an Ada...
Best regards
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