Monitoring ketersediaan slot parkir di IT Telkom Surabaya berbasis images processing dan IOT

Rasyid Sabillillah

Informasi Umum

Kode

ITTS.0323000033

Klasifikasi

000 - General Works

Jenis

Karya Ilmiah - Skripsi (S1) - Reference

Subjek

Teknologi Informasi, Ta

Dilihat

304 kali

Informasi Lainnya

Abstraksi

As the population increases, the number of motorized vehicles used also increases. Motorized vehicles are parked haphazardly, which results in the availability of efficiently full parking slots. This parking problem often occurs at the ITTelkom Surabaya Campus, where students and lecturers need help finding available parking slots, and their time is wasted. Therefore, an information and monitoring system design was made regarding the availability of parking slots based on Images Processing and IoT which are expected to be implemented at the ITTelkom Surabaya Campus. The information system uses real-time image capture with the ESP-32 CAM microcontroller as the camera and the ESP8266 microcontroller as the 16x2 I2C LCD power. Image acquisition using the Canny Edge Detection method only and the Canny Edge Detection method followed by Closing morphology for comparison. Parking availability output is displayed on the Open-CV, Antares, and 16x2 I2C LCD. Image processing is based on four parameters: min threshold = 100, max threshold = 400, min pixels = 0, and max pixels = 225. System testing based on these parameters results in the Canny Edge Detection method followed by better Closing morphology than the application of the Canny Edge Detection method just. The test was carried out with 50 experiments of the wireless system using Black Box Testing, which produced results that were very consistent with the system. However, the delay value on the wireless system gets an average of 5.61 seconds, which is quite good to implement in real terms.