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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

Real-Time Detection of Coffee Cherry Ripeness Using YOLOv11 Ilyana, Anis; Nurdin, Nurdin; Maryana, Maryana
Journal of Applied Informatics and Computing Vol. 9 No. 4 (2025): August 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i4.9735

Abstract

This study aims to develop a real-time coffee fruit ripeness detection system using the YOLOv11 algorithm to assist farmers in determining the optimal harvest time. The dataset comprises 302 images categorized into three ripeness levels: ripe, semi-ripe, and unripe. Model training was conducted on Google Colab with data augmentation to enhance dataset variability and prevent overfitting. After 20 epochs, the model demonstrated strong performance in the ripe category (mAP50: 0.774, Precision: 0.645, Recall: 0.812) and satisfactory results for semi-ripe fruits (mAP50: 0.695, Precision: 0.624, Recall: 0.679). However, detection performance for unripe fruits was lower (mAP50: 0.4). The system achieved an inference time of 183.4 ms per image, with fast preprocessing and postprocessing (0.5 ms each), indicating its suitability for real-time applications. While the model performs well overall, further improvement is needed in detecting unripe coffee fruits for enhanced system effectiveness.
Co-Authors Abdul Aziz Jaziri, Abdul Aziz Abdul Rizal AZ Adri Wanto Agustiani, Sirli Agustin Agustin Aji Pangestu, Febriana Aklimawati Aklimawati, Aklimawati Al Fahmi, muhammad lutfi Alfahmi, M. Lutfi Alim, Muhammad Taqdirul Amelia, Cevy Amrullah, Nafis Azmi Andi Wapa Angga Pratama Anggraini, Rima Berti ani, Muli Aprilianda, Wiwie ARDIANSYAH ARDIANSYAH Arief Rahman Aritonang, Ardelina Ariyanti Napitupulu, Pariang Aryandi, Aryandi Aryandi, Aryandi Aulia, Nadya Rahma Aulia, Riva Auvaria, Shinfi Wazna Ayuni, Novita Badriah, Siti Bekti, Joko Tigo Narimo BOBBY RAHMAN, BOBBY Budi Sulistiyo Nugroho Chandra Halim Chania, Veronicha Chaylaurent, Caren Chrisnajayantie, Raden Roro Brilianti Cut Ita Erliana Dahlan Abdullah Dahlan, Mukhtar Zaini Daud, Eva Darnila Deastuti, Francilia Devita, Melindia Dewi, Hesti Puspita Donsu, Jenita Doli Tine Efri, Efri Eko Gani PG Ezwarsyah Ezwarsyah Fadlisyah Fadlisyah Fahrizal, Effan Faizal, Kgs. M. Fajriana, Fajriana Fardiansyah, T. Fariski, Resta Fasim Hasibuan, Wilda Fatmariza Fatmariza Fauzan . Fauzi, Alfi Fauzi, Alfi Fazilah, Nura Fitri, Nurwijaya Fitria, Nurwijaya Fredinan Yulianda Fuadi, Wahyu Fuadi, Wahyu Gunawan Gunawan Hanan, Sahirah Shafa Alifiyah Handayani, Tri Widyastuti Hartono, Ali Haryanto, Darban Hasrul Hasrul, Hasrul Hayatun Nufus Hermain, Hermain Hidayatus Sholihah Hikalmi, Hikalmi Ikasari, Linda Ilham Kurniawan, Muhammad Ilyana, Anis Indah Permata Sari Indri, Nia Irwansyah, Defi Isfayani, Erna Isnayati, Isnayati Istifadah, Shovi Yatul Karyati, Atik Keumala, Cut Muftia Khasanah, Titik Fajriyati Nur Komariah Komariah Kurniawan, Nurhafid Kusumajaya, Hendra Lasmini Lasmini, Lasmini Lestari Wibowo Lestari, Indri Puji Lestari, Widia Ayuning Lifia, Reti Columba Lis Ayu Widari, Lis Ayu Listiana, Yeni Lucky Herawati LULUK ASMAWATI Lupita, Veronica M, Munawar M. Lutfi Al Fahmi Maisyuri, Maisyuri mardyanti , lelly Marhami, Marhami Masniah Masniah Maulidin, Maulidin Meilando, Rizky Meriatna Meriatna Metty, Metty MISWAR MISWAR MMSI Irfan ,S. Kom Muhammad Muhammad Muhammad Zakaria Mukhlisuddin Ilyas muli ani Munawarah Munawarah, Munawarah Mursalin . Muthmainnah Muthmainnah Najmuddin MA, Najmuddin Najmuddin, Najmuddin Ndari, Wulan Nisfia, Laila Noamperani, Sapta Rahayu Nugroho, Arif Riyanto Budi Nurdin Nurdin Nurdin Nurdin Nurlitasari, Anggita Nurvinanda, Rezka Nuryanti, Rahma Oktalio, Oktalio Oktaningsih, khendy Oktarina, Rusmilda Oktavia, Tri Paloma, Ira Prameswari, Yuditia Purnomo, Fazrul Sandi Putra, Septian Aditya Putri, Indah Hidayah Putri, Ninda Maulida Rahman*, Bobby Rahmani, Septi Ayu Rahmi, Hanifatul Ramadhanty, Helsy Riansyah, Riansyah Rianti, Lina Rini Meiyanti Rismaida, Rismaida Rochma, Izura Rosiani, Yessi Rr Diah Nugraheni Setyowati, Rr Diah Nugraheni Rudini Rudini, Rudini Ruslan, Hermain S. Padmini, Oktavia Sahputra, Ilham Sanjaya, Arya Sari , Indah Permata Sari, Riska Kumala Sarita Oktorina Sepriadi Sepriadi Shalawati, Shalawati Sipangkar, Silvana Delima Sofyan, Diana Khairani Soleha Soleha Subroto, Popo Sufyan Hakim Sujacka Retno Sumarwoto, S.H.I., M.H. Sumarwoto, S.H.I., M.H. Surya Surya Suryanef Suryanef Susanto, Abiyyu Naufal Suskandini Ratih Dirmawati Suwardi Suwardi Syafa, Luthfiani Syahnda, Aftri Syahrial Shaddiq Syibral Malasyi, Syibral Syukriah Syukriah, Syukriah Taufik, Nugraha Muhammad Taufiq Taufiq Tazrin, Cut Nisrina Trisna Trisna, Trisna Ulfi Zahara Ulul Azmi Wahyu Fuadi Widiani, Lestari Wirayuda, Trisna Wulandari Wulandari YANTI, HERA Yenni Carolina Yusuf Hanafi Zahara, Ulfi Zahraini Zahraini Zainul, Muhammad Zakaria, Zuraida Zara Yunizar Zarkasyi, Zarkasyi Zularnaini, Zulkarnaini Zuraida Zuraida