KF KFI
Vol. 20, No. 2, 2023 08 Sep 2026

ANOTASI CITRA BERBASIS PYTHON UNTUK RANCANG BANGUN PERANGKAT LUNAK DETEKSI OBJEK PADA TANDAN BUAH SEGAR KELAPA SAWIT CACAT

ABSTRAK

Object detection can determine the existence of an object, scope and image. Object detection begins with the introduction of an object. This method can be used to automate the process of sorting and grading oil palm fresh fruit bunches (FFB) at palm oil mills, which are still done manually. Image annotations are needed in building the software so that the software can identify object features in an image, especially imager in video frames. This study aims to annotate images of oil palm FFB into 2 categories, namely normal palm and abnormal palm. This category is the standard regulation of the Minister of Agriculture No. 14 of 2013. Image acquisition is carried out by varying the position of each oil palm FFB with the top and bottom position of the fruit which is then augmented 4 times which function to multiply the image data model to be annotated. Annotation is done using the python program application, namely Labelimg. The amount of image data that has been annotated is 200 images consisting of 100 normal palm images and 100 abnormal palm images.

KATA KUNCI

  • Computer Vision; Annotation; Oil Palm; Python

CARA MENGUTIP

Minarni Shiddiq, Muhammad Ikhsan Hamid, Vicky Vernando Dasta, Yohanes Dwi Saputra, Dewi Anjarwati Mahmudah, Dinda Kamia Evkha Putri, Annisya Madani, Ihsan Okta Harmailil (2026) ANOTASI CITRA BERBASIS PYTHON UNTUK RANCANG BANGUN PERANGKAT LUNAK DETEKSI OBJEK PADA TANDAN BUAH SEGAR KELAPA SAWIT CACAT. Komunikasi Fisika Indonesia, 20(2), 135-140 https://doi.org/10.31258/jkfi.20.2.135-140
Minarni Shiddiq, Muhammad Ikhsan Hamid, Vicky Vernando Dasta, Yohanes Dwi Saputra, Dewi Anjarwati Mahmudah, Dinda Kamia Evkha Putri, Annisya Madani, Ihsan Okta Harmailil "ANOTASI CITRA BERBASIS PYTHON UNTUK RANCANG BANGUN PERANGKAT LUNAK DETEKSI OBJEK PADA TANDAN BUAH SEGAR KELAPA SAWIT CACAT," Komunikasi Fisika Indonesia, vol. 20, no. 2, pp. 135-140, 2026. doi: 10.31258/jkfi.20.2.135-140.
@article{shiddiq2026,
  author = {Minarni Shiddiq and Muhammad Ikhsan Hamid and Vicky Vernando Dasta and Yohanes Dwi Saputra and Dewi Anjarwati Mahmudah and Dinda Kamia Evkha Putri and Annisya Madani and Ihsan Okta Harmailil},
  title = {ANOTASI CITRA BERBASIS PYTHON UNTUK RANCANG BANGUN PERANGKAT LUNAK DETEKSI OBJEK PADA TANDAN BUAH SEGAR KELAPA SAWIT CACAT},
  journal = {Komunikasi Fisika Indonesia},
  year = {2026},
  volume = {20},
  number = {2},
  pages = {135-140},
  doi = {10.31258/jkfi.20.2.135-140},
  issn = {2579-521X},
}