LAKSANA, ISTHIKA DRAWINA PUTRI (2020) RANCANG BANGUN SISTEM ELEKTRONIK TILANG GANJIL GENAP BERBASIS RASPBERRY PI MENGGUNAKAN ALGORITMA YOLO. S1 thesis, Universitas Mercu Buana.
|
Text (HAL COVER)
1. COVER TA.pdf Download (31kB) | Preview |
|
|
Text (ABSTRAK)
5. ABSTRAK.pdf Download (27kB) | Preview |
|
|
Text (LEMBAR PERNYATAAN)
2. LEMBAR PERNYATAAN TA.pdf Download (133kB) | Preview |
|
|
Text (LEMBAR PENGESAHAN)
3. LEMBAR PENGESAHAN TA.pdf Download (157kB) | Preview |
|
|
Text (KATA PENGANTAR)
4. KATA PENGANTAR.pdf Download (53kB) | Preview |
|
|
Text (DAFTAR ISI)
6. DAFTAR ISI.pdf Download (84kB) | Preview |
|
|
Text (DAFTAR TABEL)
8. DAFTAR TABEL.pdf Download (80kB) | Preview |
|
|
Text (DAFTAR GAMBAR)
7. DAFTAR GAMBAR.pdf Download (81kB) | Preview |
|
![[img]](https://repository.mercubuana.ac.id/style/images/fileicons/text.png) |
Text (BAB I)
9. BAB I.pdf Restricted to Registered users only Download (59kB) |
|
|
Text (BAB II)
10. BAB II.pdf Restricted to Registered users only Download (180kB) |
|
|
Text (BAB III)
11. BAB III.pdf Restricted to Registered users only Download (286kB) |
|
|
Text (BAB IV)
12. BAB IV.pdf Restricted to Registered users only Download (372kB) |
|
|
Text (BAB V)
13. BAB V.pdf Restricted to Registered users only Download (51kB) |
|
|
Text (DAFTAR PUSTAKA)
14. DAFTAR PUSTAKA.pdf Restricted to Registered users only Download (26kB) |
|
|
Text (LAMPIRAN)
15. LAMPIRAN.pdf Restricted to Registered users only Download (58kB) |
Abstract
Activities on a highway that involve vehicles often have congestion problems due to the density of the quantity of vehicles that are on the highway. In addition, there are also problems of order and violation, the use of lanes that are not in place, such as vehicles entering the lane that are not intended for the vehicle. Therefore, researchers designed a vehicle detection application in real�time using the YOLO (You Only Look Once) method. Analysis carried out using a total of 1000 datasets, 1 class, and 50 epoch. The training process is carried out up to 4,000 steps, and the storage of checkpoints to protobuf file forms is carried out at steps 200, 400, 600, 800, 1,000, 1,200, 1,400, 1,600, 1,800 and 2,000 Bounding box successfully detects and classifies objects correctly. This test is done using a USB camera Keywords: YOLO (you only see once), real time, bounding box Aktivitas di jalan raya yang melibatkan kendaraan seringkali terdapat masalah kemacetan akibat memadatnya kuantitas kendaraan yang berada di jalan raya. Selain itu, ada pula masalah ketertiban dan pelanggarannya, penggunaan jalur yang tidak pada tempatnya, misalnya seperti kendaraan yang masuk ke jalur yang tidak diperuntukkan bagi kendaraan tersebut. Oleh sebab itu, peneliti merancang sebuah aplikasi deteksi kendaraan secara real-time menggunakan metode YOLO (You Only Look Once). Analisa yang dilakukan menggunakan jumlah dataset sebanyak 1000, 1 kelas, dan 50 epoch. Proses pelatihan dilakukan hingga 4.000 step, dan penyimpanan checkpoint ke bentuk protobuf file dilakukan pada step 200, 400, 600, 800, 1.000, 1.200, 1.400, 1.600, 1.800 dan 2.000 Bounding box berhasil mendeteksi dan mengklasifikasi objek secara tepat. Pengujian ini dilakukan menggunakan usb camera Kata kunci: YOLO (you only look once), real time, bounding box, Raspberry Pi
Actions (login required)
 |
View Item |
