Khairunnisa, Putri Adelia (2025) Perancangan Dan Pengembangan Prototipe Sistem Parkir Cerdas Menggunakan Teknologi Ocr Dan Deep Learning Berbasis Website. Undergraduate thesis, Politeknik Negeri Jember.
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Abstract
Smart parking system is a system developed to provide solutions to several problems that arise regarding parking problems such as parking security, messy layout, and confusion in finding an empty place. This research aims to design and develop a smart parking system that can detect license plates automatically using deep learning and OCR methods. This system is also integrated with an automatic gate mechanism when the vehicle enters after the license plate is detected using a website-based ESP32. In this study, the data set used was 3000 images of black, red, and white license plates with images of license plates of various conditions and shapes. The accuracy produced by the license plate detection system with 55 samples in the morning and at night in the automatic parking system using matrix evaluation reached an average of 96%, precision 96% recall 100% and f1-score value 98%. besides that black box functional testing with 9 sample scenarios was achieved with a success rate of 100%. This model is expected to be used as a tool in the facilities and infrastructure industry to facilitate the performance of parking officers and parking users to be more efficient
| Item Type: | Thesis (Undergraduate) | ||||||
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| Uncontrolled Keywords: | Deteksi Plat Nomor, Parkir Pintar, Deep Learning, OCR, Matriks Confusion | ||||||
| Subjects: | 410 - Rumpun Ilmu Teknik > 450 - Teknik Elektro dan Informatika > 457 - Teknik Komputer 410 - Rumpun Ilmu Teknik > 450 - Teknik Elektro dan Informatika > 458 - Teknik Informatika 410 - Rumpun Ilmu Teknik > 450 - Teknik Elektro dan Informatika > 461 - Sistem Informasi 410 - Rumpun Ilmu Teknik > 450 - Teknik Elektro dan Informatika > 463 - Teknik Perangkat Lunak 710 - Rumpun Ilmu Pendidikan > 780 - Ilmu Pendidikan Teknologi dan Kejuruan > 786 - Pendidikan Teknik Informatika |
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| Divisions: | Jurusan Teknologi Informasi > Prodi D4 Teknik Informatika (Sidoarjo) > Tugas Akhir | ||||||
| Depositing User: | Putri Adelia Khairunnisa | ||||||
| Date Deposited: | 23 Jul 2025 01:56 | ||||||
| Last Modified: | 23 Jul 2025 01:56 | ||||||
| URI: | https://sipora.polije.ac.id/id/eprint/44063 |
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