TY - JOUR
T1 - Implementation of single shot detector for object finding in drone platform
AU - Faza, Alfarih
AU - Darma, Surya
N1 - Funding Information:
This work was supported by Hibah PITTA (Publikasi Internasional Terindeks untuk Tugas Akhir Mahasiswa Universitas Indonesia) 2018 unded by DRPM Universitas Indonesia, Contract No. 319/UN2.R3.1/HKP.05.00/2018
Publisher Copyright:
© Published under licence by IOP Publishing Ltd.
PY - 2020/6/9
Y1 - 2020/6/9
N2 - The developing of object detection for many purpose has come to various techniques. Some of those works also implement to solve our daily life problem. Those development which are state-of-the-art are mostly applicable with many pros than others. In this paper we use one of state-of-the-art of object detection to control a quadcopter i.e. Single Shot MultiBox Detector (SSD). SSD is used to detect an object as quadcopter target for approach mission. SSD also use to keep an eye of the target. The target is represented in shape of ROI location. This ROI or a bounding box location is used as feedback of the control system of quadcopter which will guide the quadcopter to approach. The mission is considered as success if the quadcopter is stopped at minimum range 1 meter toward target. This works shows the successful of object detection implementation by serving IMU responses and measured distance to object responses.
AB - The developing of object detection for many purpose has come to various techniques. Some of those works also implement to solve our daily life problem. Those development which are state-of-the-art are mostly applicable with many pros than others. In this paper we use one of state-of-the-art of object detection to control a quadcopter i.e. Single Shot MultiBox Detector (SSD). SSD is used to detect an object as quadcopter target for approach mission. SSD also use to keep an eye of the target. The target is represented in shape of ROI location. This ROI or a bounding box location is used as feedback of the control system of quadcopter which will guide the quadcopter to approach. The mission is considered as success if the quadcopter is stopped at minimum range 1 meter toward target. This works shows the successful of object detection implementation by serving IMU responses and measured distance to object responses.
UR - http://www.scopus.com/inward/record.url?scp=85087085970&partnerID=8YFLogxK
U2 - 10.1088/1742-6596/1528/1/012005
DO - 10.1088/1742-6596/1528/1/012005
M3 - Conference article
AN - SCOPUS:85087085970
SN - 1742-6588
VL - 1528
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
IS - 1
M1 - 012005
T2 - 4th International Seminar on Sensors, Instrumentation, Measurement and Metrology, ISSIMM 2019
Y2 - 14 November 2019 through 14 November 2019
ER -