LITERATURE REVIEW : DETEKSI BOLA DENGAN METODE YOLO PADA SEPAK BOLA
Keywords:
You Only Look Once, Soccer, Omnidirectional Camera, Object Detection
Abstract
This study explores object recognition in soccer-playing robots using omnidirectional visual sensors and real-time YOLO detection. A systematic literature review of 52 articles (2020–2025) analyzes YOLO's development in robotic soccer. Findings show that robots can detect multiple objects like balls and goals in real-time with high accuracy. Factors such as lighting, object distance, and background complexity affect detection performance. The use of 360-degree cameras enhances the robots' ability to identify objects from all directions, improving their navigation and strategy during matches.
References
Agustina,i Feri,i andi Muhammadi Sukron.i 2022.i “Deteksii Kematangani Buahi Pepayai Menggunakani Algoritmai YOLOi Berbasisi Android.”i Jurnali Ilmiahi Infokami 18(2):70–78.
Aini,i Qurotul,i Nindai Lutfiani,i Hendrai Kusumah,i andi Muhammadi Suzakii Zahran.i 2021.i “Deteksii Dani Pengenalani Objeki Dengani Modeli Machinei Learning:i Modeli Yolo.”i CESSi (Journali ofi Computeri Engineering,i Systemi andi Science)i 6(2):192.i doi:i 10.24114/cess.v6i2.25840.
Aribowo,i W.i 2025.i “Kendalii Motori DCi Padai Rancangi Banguni Alati Latihani Tenisi Pintari Berbasisi YOLOi (Youi Onlyi Looki Once).”i JURNALi TEKNIKi ELEKTROi 14(3):209–15.
As’ari,i N.i H.i A.i A.,i A.i Khumaidi,i R.i Indarti,i A.i Z.i Arfianto,i R.i Y.i Adhitya,i H.i A.i Widodo,i andi D.i P.i Riananda.i 2024.i “Pengendaliani Kecepatani Tendangani Roboti Sepaki Bolai Berodai Menggunakani Metodei Decisioni Tree.”i Jurnali Elektronikai Dani Otomasii Industrii 11(2):628–39.
Athanesious,i J.i J.,i andi S.i Kiruthika.i 2024.i “Perspectivei Transformi Basedi YOLOi Withi Weightedi Intersecti Fusioni fori Forecastingi thei Possessioni Sequencei ofi thei Livei Footballi Game.”i IEEEi Access.
Ayui Srii Wahyuni.i 2022.i “Literaturei Review:i Pendekatani Berdiferensiasii Dalami Pembelajarani IPA.”i Jurnali Pendidikani Mipai 12(2):118–26.i doi:i 10.37630/jpm.v12i2.562.
Bahrul’Ulum,i M.,i andi E.i R.i Widasari.i 2025.i “Implementasii K-Nearesti Neighborsi Untuki Sistemi Deteksii Kelelahani Ototi Padai Pengemudii Berbasisi Shimmeri Electromyographyi Sensor.”i Jurnali Pengembangani Teknologii Informasii Dani Ilmui Komputeri 9(3).
Dedgaonkar,i S.,i P.i Futane,i R.i Bhimanpallewar,i P.i Dedgaonkar,i A.i Deokule,i andi A.i Dhadge.i 2025.i “Real-Timei Footballi Analysisi Systemi Usingi YOLOi andi OpenCV.”i Pp.i 1–6i ini 2025i Internationali Conferencei oni Intelligenti Systemsi andi Computationali Networksi (ICISCN).i IEEE.
Dzil,i F.,i A.i Khumaidi,i M.i B.i Rahmat,i J.i Endrasmono,i M.i Syai’in,i andi D.i P.i Riananda.i 2024.i “Deteksii Objeki Dii Lapangani Padai Roboti Sepakbolai Berodai Menggunakani Metodei YOLOV5.”i Jurnali Elektronikai Dani Otomasii Industrii 11(2):604–11.
Fajrin,i Sabilai Nur,i Agustiyawani Agustiyawan,i Purnamadyawatii Purnamadyawati,i andi Dewii Sucii Mahayati.i 2021.i “Literaturei Review :i Hubungani Koordinasii Terhadapi Keterampilani Menggiringi Bolai Padai Pemaini Sepaki Bola.”i Indonesiani Journali ofi Physiotherapyi 1(1):6–12.i doi:i 10.52019/ijpt.v1i1.2605.
Fatekha,i Rifqii Amalya,i Bimai Senai Bayui Dewantara,i andi Haryi Oktavianto.i 2021.i “Sistemi Deteksii Bolai Padai Roboti Kiperi Pemaini Sepakbolai Beroda.”i Jurnali Integrasii 13(2):127–34.i doi:i 10.30871/ji.v13i2.3133.
Fergina,i A.,i S.i Somantri,i andi R.i Ayulianti.i 2024.i “Perancangani Sistemi Deteksii Objeki Menggunakani Deepi Learningi Untuki Mengetahuii Ketersediaani Parkiri Berbasisi Web.”i Kesatria:i Jurnali Penerapani Sistemi Informasii (Komputeri Dani Manajemen)i 5(3):925–34.
Geetha,i S.,i Narayanani Ganesh,i A.i Sheiki Abdullah,i Manviki Sreedath,i andi Utkarshi Mishra.i 2025.i “Highi Speedi andi Tinyi Objectsi Trackingi Systemi ini Racqueti Sportsi Videosi Usingi Deepi Learningi withi Trajectoryi Rectificationi Feature.”i Procediai Computeri Sciencei 258:3084–94.i doi:i https://doi.org/10.1016/j.procs.2025.04.566.
Gong,i Ping,i andi Xudongi Luo.i 2025.i “Ai Surveyi ofi Videoi Actioni Recognitioni Basedi oni Deepi Learning.”i Knowledge-Basedi Systemsi 320:113594.i doi:i https://doi.org/10.1016/j.knosys.2025.113594.
Han,i Xiaohong,i Juni Chang,i andi Kaiyuani Wang.i 2021.i “Real-Timei Objecti Detectioni Basedi oni YOLO-v2i fori Tinyi Vehiclei Object.”i Procediai Computeri Sciencei 183:61–72.i doi:i https://doi.org/10.1016/j.procs.2021.02.031.
Hu,i Erzhizhi.i 2024.i “YOLOv10-Basedi Modeli fori Playeri andi Footballi Detection.”i 15(2).
Jiang,i Peiyuan,i Dajii Ergu,i Fangyaoi Liu,i Yingi Cai,i andi Boi Ma.i 2022.i “Ai Reviewi ofi Yoloi Algorithmi Developments.”i Procediai Computeri Sciencei 199:1066–73.idoi:i https://doi.org/10.1016/j.procs.2022.01.135.
Khumaidi,i A.,i andi R.i L.i Pradana.i 2022.i “Identifikasii Penyebabi Cacati Padai Hasili Pengelasani Dengani Imagei Processingi Menggunakani Metodei Yolo.”i Jurnali Tekniki Elektroi Dani Komputeri TRIACi 9(3):107–12.
Kurniawan,i A.i R.,i Z.i Budiarso,i andi E.i Ardhianto.i 2025.i “IMPEMENTASIi ALGORITHMAi YOLOi UNTUKi DETEKSIi JUMLAHi PENGUNJUNGi DIDALAMi GEDUNG.”i JATIi (Jurnali Mahasiswai Tekniki Informatika)i 9(2):2944–48.
Laili,i I.i N.,i andi P.i D.i Widayaka.i 2024.i “Deteksii Landingi Padi Padai Unmannedi Aeriali Vehiclei (UAV)i Menggunakani YOLO.”i JURNALi TEKNIKi ELEKTROi 13(2):152–59.
Lee,i Jeonghun,i andi Kwangi ili Hwang.i 2022.i “YOLOi withi Adaptivei Framei Controli fori Real-Timei Objecti Detectioni Applications.”i Multimediai Toolsi andi Applicationsi 81(25):36375–96.i doi:i 10.1007/s11042-021-11480-0.
Li,i Yongjun,i Shashai Li,i Haohaoi Du,i Lijiai Chen,i Dongmingi Zhang,i andi Yaoi Li.i 2020.i “YOLO-ACN:i Focusingi oni Smalli Targeti andi Occludedi Objecti Detection.”i IEEEi Accessi 8:227288–303.i doi:i 10.1109/ACCESS.2020.3046515.
Markappa,i P.i S.i S.,i C.i O’Leary,i andi C.i Lynch.i 2024.i “Ai Reviewi ofi YOLOi Modelsi fori Soccer-Basedi Objecti Detection.”i Pp.i 1–7i ini 2024i Sixthi Internationali Conferencei oni Intelligenti Computingi ini Datai Sciencesi (ICDS).i IEEE.
Mat-Desa,i Shahbe,i Wan-Noorshahidai Mohd-Isa,i Petrai Gomez-Krämer,i M.i Roslee,i Noramizai Hashim,i Junaidii Abdullah,i Aziahi Ali,i Zarinai Che-Embi,i andi Amalinai Ibrahim.i 2025.i “Dataseti fori Smalli Objecti Detectioni withi Shadowi (SODwS).”i Datai ini Briefi 60:111482.i doi:i https://doi.org/10.1016/j.dib.2025.111482.
Nugroho,i Dwii Novianto,i andi Liliki Anifah.i 2023.i “Perancangani Sistemi Deteksii Objeki Bolai Dani Gawangi Padai Roboti Sepakbolai Menggunakani Metodei Darkneti YOLO.”i Journali ofi Informationi Engineeringi andi Educationali Technologyi 7(1):22–29.i doi:i 10.26740/jieet.v7n1.p22-29.
Price,i Amy,i Collinsi Dave,i andi Johni andi Stoszkowski.i 2023.i “Howi Doi High-Leveli Youthi Socceri Playersi Approachi andi Solvei Gamei Problems?i Thei Rolei ofi Strategici Understanding.”i Physicali Educationi andi Sporti Pedagogyi 28(3):229–43.i doi:i 10.1080/17408989.2021.1967307.
Priyoi Utomo,i Nugroho,i andi Pungkii Indarto.i 2021.i “Analisisi Keterampilani Tekniki Dasari Passingi Dalami Sepaki Bola.”i Jurnali Porkesi 4(2):87–94.i doi:i 10.29408/porkes.v4i2.4578.
Rahman,i Sanii Khinta,i andi Padli.i 2020.i “Tinjauani Kemampuani Tekniki Dasari Sepaki Bola.”i Jurnali Patrioti 2(2):369–79.
Saini,i S.i Bhupinderi Singh,i Shamsheri Tiwari,i Namani Gupta,i andi S.i Jaishree.i 2023.i “Ai Literaturei Reviewi ofi Objecti Detectioni Usingi YOLOv4i Detector.”i Internationali Journali fori Researchi ini Appliedi Sciencei andi Engineeringi Technologyi 11(2):1104–8.i doi:i 10.22214/ijraset.2023.49210.
Salamah,i Irma,i M.i Redhoi Alii Said,i andi Sopiani Soim.i 2022.i “Perancangani Alati Identifikasii Wajahi Dengani Algoritmai Youi Onlyi Looki Oncei (YOLO)i Untuki Presensii Mahasiswa.”i JURNALi MEDIAi INFORMATIKAi BUDIDARMAi 6(3):1492.i doi:i 10.30865/mib.v6i3.4399.
Sanubari,i Farhani Fadhillah,i andi Rikyi Dwii Puriyanto.i 2022.i “Deteksii Bolai Dani Gawangi Dengani Metodei YOLOi Menggunakani Kamerai Omnidirectionali Padai Roboti KRSBI-B.”i Buletini Ilmiahi Sarjanai Tekniki Elektroi 4(2):76–85.i doi:i 10.12928/biste.v4i2.6712.
Shao,i Yuan,i andi Zaihongi He.i 2025.i “VAR-YOLOv8s:i IoT-Basedi Automatici Fouli Detectioni ini Socceri Matches.”i Alexandriai Engineeringi Journali 111:555–65.i doi:i https://doi.org/10.1016/j.aej.2024.10.031.
Surya,i Muhammd,i Afrizali Neheniai Toscany,i Chindrai Saputra,i Yovii Pratama,i andi M.i Irwani Bustami.i 2025a.i “Thei Indonesiani Journali ofi Computeri Science.”i 14(1):1055–70.
Surya,i Muhammd,i Afrizali Neheniai Toscany,i Chindrai Saputra,i Yovii Pratama,i andi M.i Irwani Bustami.i 2025b.i “Thei Indonesiani Journali ofi Computeri Science.”i 14(1):1055–70.
Terven,i Juan,i Diana-Margaritai Córdova-Esparza,i andi Julio-Alejandroi Romero-González.i 2023.i “Ai Comprehensivei Reviewi ofi YOLOi Architecturesi ini Computeri Vision:i Fromi YOLOv1i toi YOLOv8i andi YOLO-NAS.”i Machinei Learningi andi Knowledgei Extractioni 5(4):1680–1716.
Yandi,i Andri,i Anyai Nathaniai Kanii Putri,i andi Yumnai Syazai Kanii Putri.i 2023.i “Faktor-Faktori Yangi Mempengaruii Hasili Belajari Pesertai Didiki (Literaturei Review).”i Jurnali Pendidikani Siberi Nusantarai 1(1):13–24.i doi:i 10.38035/jpsn.v1i1.14.
Aini,i Qurotul,i Nindai Lutfiani,i Hendrai Kusumah,i andi Muhammadi Suzakii Zahran.i 2021.i “Deteksii Dani Pengenalani Objeki Dengani Modeli Machinei Learning:i Modeli Yolo.”i CESSi (Journali ofi Computeri Engineering,i Systemi andi Science)i 6(2):192.i doi:i 10.24114/cess.v6i2.25840.
Aribowo,i W.i 2025.i “Kendalii Motori DCi Padai Rancangi Banguni Alati Latihani Tenisi Pintari Berbasisi YOLOi (Youi Onlyi Looki Once).”i JURNALi TEKNIKi ELEKTROi 14(3):209–15.
As’ari,i N.i H.i A.i A.,i A.i Khumaidi,i R.i Indarti,i A.i Z.i Arfianto,i R.i Y.i Adhitya,i H.i A.i Widodo,i andi D.i P.i Riananda.i 2024.i “Pengendaliani Kecepatani Tendangani Roboti Sepaki Bolai Berodai Menggunakani Metodei Decisioni Tree.”i Jurnali Elektronikai Dani Otomasii Industrii 11(2):628–39.
Athanesious,i J.i J.,i andi S.i Kiruthika.i 2024.i “Perspectivei Transformi Basedi YOLOi Withi Weightedi Intersecti Fusioni fori Forecastingi thei Possessioni Sequencei ofi thei Livei Footballi Game.”i IEEEi Access.
Ayui Srii Wahyuni.i 2022.i “Literaturei Review:i Pendekatani Berdiferensiasii Dalami Pembelajarani IPA.”i Jurnali Pendidikani Mipai 12(2):118–26.i doi:i 10.37630/jpm.v12i2.562.
Bahrul’Ulum,i M.,i andi E.i R.i Widasari.i 2025.i “Implementasii K-Nearesti Neighborsi Untuki Sistemi Deteksii Kelelahani Ototi Padai Pengemudii Berbasisi Shimmeri Electromyographyi Sensor.”i Jurnali Pengembangani Teknologii Informasii Dani Ilmui Komputeri 9(3).
Dedgaonkar,i S.,i P.i Futane,i R.i Bhimanpallewar,i P.i Dedgaonkar,i A.i Deokule,i andi A.i Dhadge.i 2025.i “Real-Timei Footballi Analysisi Systemi Usingi YOLOi andi OpenCV.”i Pp.i 1–6i ini 2025i Internationali Conferencei oni Intelligenti Systemsi andi Computationali Networksi (ICISCN).i IEEE.
Dzil,i F.,i A.i Khumaidi,i M.i B.i Rahmat,i J.i Endrasmono,i M.i Syai’in,i andi D.i P.i Riananda.i 2024.i “Deteksii Objeki Dii Lapangani Padai Roboti Sepakbolai Berodai Menggunakani Metodei YOLOV5.”i Jurnali Elektronikai Dani Otomasii Industrii 11(2):604–11.
Fajrin,i Sabilai Nur,i Agustiyawani Agustiyawan,i Purnamadyawatii Purnamadyawati,i andi Dewii Sucii Mahayati.i 2021.i “Literaturei Review :i Hubungani Koordinasii Terhadapi Keterampilani Menggiringi Bolai Padai Pemaini Sepaki Bola.”i Indonesiani Journali ofi Physiotherapyi 1(1):6–12.i doi:i 10.52019/ijpt.v1i1.2605.
Fatekha,i Rifqii Amalya,i Bimai Senai Bayui Dewantara,i andi Haryi Oktavianto.i 2021.i “Sistemi Deteksii Bolai Padai Roboti Kiperi Pemaini Sepakbolai Beroda.”i Jurnali Integrasii 13(2):127–34.i doi:i 10.30871/ji.v13i2.3133.
Fergina,i A.,i S.i Somantri,i andi R.i Ayulianti.i 2024.i “Perancangani Sistemi Deteksii Objeki Menggunakani Deepi Learningi Untuki Mengetahuii Ketersediaani Parkiri Berbasisi Web.”i Kesatria:i Jurnali Penerapani Sistemi Informasii (Komputeri Dani Manajemen)i 5(3):925–34.
Geetha,i S.,i Narayanani Ganesh,i A.i Sheiki Abdullah,i Manviki Sreedath,i andi Utkarshi Mishra.i 2025.i “Highi Speedi andi Tinyi Objectsi Trackingi Systemi ini Racqueti Sportsi Videosi Usingi Deepi Learningi withi Trajectoryi Rectificationi Feature.”i Procediai Computeri Sciencei 258:3084–94.i doi:i https://doi.org/10.1016/j.procs.2025.04.566.
Gong,i Ping,i andi Xudongi Luo.i 2025.i “Ai Surveyi ofi Videoi Actioni Recognitioni Basedi oni Deepi Learning.”i Knowledge-Basedi Systemsi 320:113594.i doi:i https://doi.org/10.1016/j.knosys.2025.113594.
Han,i Xiaohong,i Juni Chang,i andi Kaiyuani Wang.i 2021.i “Real-Timei Objecti Detectioni Basedi oni YOLO-v2i fori Tinyi Vehiclei Object.”i Procediai Computeri Sciencei 183:61–72.i doi:i https://doi.org/10.1016/j.procs.2021.02.031.
Hu,i Erzhizhi.i 2024.i “YOLOv10-Basedi Modeli fori Playeri andi Footballi Detection.”i 15(2).
Jiang,i Peiyuan,i Dajii Ergu,i Fangyaoi Liu,i Yingi Cai,i andi Boi Ma.i 2022.i “Ai Reviewi ofi Yoloi Algorithmi Developments.”i Procediai Computeri Sciencei 199:1066–73.idoi:i https://doi.org/10.1016/j.procs.2022.01.135.
Khumaidi,i A.,i andi R.i L.i Pradana.i 2022.i “Identifikasii Penyebabi Cacati Padai Hasili Pengelasani Dengani Imagei Processingi Menggunakani Metodei Yolo.”i Jurnali Tekniki Elektroi Dani Komputeri TRIACi 9(3):107–12.
Kurniawan,i A.i R.,i Z.i Budiarso,i andi E.i Ardhianto.i 2025.i “IMPEMENTASIi ALGORITHMAi YOLOi UNTUKi DETEKSIi JUMLAHi PENGUNJUNGi DIDALAMi GEDUNG.”i JATIi (Jurnali Mahasiswai Tekniki Informatika)i 9(2):2944–48.
Laili,i I.i N.,i andi P.i D.i Widayaka.i 2024.i “Deteksii Landingi Padi Padai Unmannedi Aeriali Vehiclei (UAV)i Menggunakani YOLO.”i JURNALi TEKNIKi ELEKTROi 13(2):152–59.
Lee,i Jeonghun,i andi Kwangi ili Hwang.i 2022.i “YOLOi withi Adaptivei Framei Controli fori Real-Timei Objecti Detectioni Applications.”i Multimediai Toolsi andi Applicationsi 81(25):36375–96.i doi:i 10.1007/s11042-021-11480-0.
Li,i Yongjun,i Shashai Li,i Haohaoi Du,i Lijiai Chen,i Dongmingi Zhang,i andi Yaoi Li.i 2020.i “YOLO-ACN:i Focusingi oni Smalli Targeti andi Occludedi Objecti Detection.”i IEEEi Accessi 8:227288–303.i doi:i 10.1109/ACCESS.2020.3046515.
Markappa,i P.i S.i S.,i C.i O’Leary,i andi C.i Lynch.i 2024.i “Ai Reviewi ofi YOLOi Modelsi fori Soccer-Basedi Objecti Detection.”i Pp.i 1–7i ini 2024i Sixthi Internationali Conferencei oni Intelligenti Computingi ini Datai Sciencesi (ICDS).i IEEE.
Mat-Desa,i Shahbe,i Wan-Noorshahidai Mohd-Isa,i Petrai Gomez-Krämer,i M.i Roslee,i Noramizai Hashim,i Junaidii Abdullah,i Aziahi Ali,i Zarinai Che-Embi,i andi Amalinai Ibrahim.i 2025.i “Dataseti fori Smalli Objecti Detectioni withi Shadowi (SODwS).”i Datai ini Briefi 60:111482.i doi:i https://doi.org/10.1016/j.dib.2025.111482.
Nugroho,i Dwii Novianto,i andi Liliki Anifah.i 2023.i “Perancangani Sistemi Deteksii Objeki Bolai Dani Gawangi Padai Roboti Sepakbolai Menggunakani Metodei Darkneti YOLO.”i Journali ofi Informationi Engineeringi andi Educationali Technologyi 7(1):22–29.i doi:i 10.26740/jieet.v7n1.p22-29.
Price,i Amy,i Collinsi Dave,i andi Johni andi Stoszkowski.i 2023.i “Howi Doi High-Leveli Youthi Socceri Playersi Approachi andi Solvei Gamei Problems?i Thei Rolei ofi Strategici Understanding.”i Physicali Educationi andi Sporti Pedagogyi 28(3):229–43.i doi:i 10.1080/17408989.2021.1967307.
Priyoi Utomo,i Nugroho,i andi Pungkii Indarto.i 2021.i “Analisisi Keterampilani Tekniki Dasari Passingi Dalami Sepaki Bola.”i Jurnali Porkesi 4(2):87–94.i doi:i 10.29408/porkes.v4i2.4578.
Rahman,i Sanii Khinta,i andi Padli.i 2020.i “Tinjauani Kemampuani Tekniki Dasari Sepaki Bola.”i Jurnali Patrioti 2(2):369–79.
Saini,i S.i Bhupinderi Singh,i Shamsheri Tiwari,i Namani Gupta,i andi S.i Jaishree.i 2023.i “Ai Literaturei Reviewi ofi Objecti Detectioni Usingi YOLOv4i Detector.”i Internationali Journali fori Researchi ini Appliedi Sciencei andi Engineeringi Technologyi 11(2):1104–8.i doi:i 10.22214/ijraset.2023.49210.
Salamah,i Irma,i M.i Redhoi Alii Said,i andi Sopiani Soim.i 2022.i “Perancangani Alati Identifikasii Wajahi Dengani Algoritmai Youi Onlyi Looki Oncei (YOLO)i Untuki Presensii Mahasiswa.”i JURNALi MEDIAi INFORMATIKAi BUDIDARMAi 6(3):1492.i doi:i 10.30865/mib.v6i3.4399.
Sanubari,i Farhani Fadhillah,i andi Rikyi Dwii Puriyanto.i 2022.i “Deteksii Bolai Dani Gawangi Dengani Metodei YOLOi Menggunakani Kamerai Omnidirectionali Padai Roboti KRSBI-B.”i Buletini Ilmiahi Sarjanai Tekniki Elektroi 4(2):76–85.i doi:i 10.12928/biste.v4i2.6712.
Shao,i Yuan,i andi Zaihongi He.i 2025.i “VAR-YOLOv8s:i IoT-Basedi Automatici Fouli Detectioni ini Socceri Matches.”i Alexandriai Engineeringi Journali 111:555–65.i doi:i https://doi.org/10.1016/j.aej.2024.10.031.
Surya,i Muhammd,i Afrizali Neheniai Toscany,i Chindrai Saputra,i Yovii Pratama,i andi M.i Irwani Bustami.i 2025a.i “Thei Indonesiani Journali ofi Computeri Science.”i 14(1):1055–70.
Surya,i Muhammd,i Afrizali Neheniai Toscany,i Chindrai Saputra,i Yovii Pratama,i andi M.i Irwani Bustami.i 2025b.i “Thei Indonesiani Journali ofi Computeri Science.”i 14(1):1055–70.
Terven,i Juan,i Diana-Margaritai Córdova-Esparza,i andi Julio-Alejandroi Romero-González.i 2023.i “Ai Comprehensivei Reviewi ofi YOLOi Architecturesi ini Computeri Vision:i Fromi YOLOv1i toi YOLOv8i andi YOLO-NAS.”i Machinei Learningi andi Knowledgei Extractioni 5(4):1680–1716.
Yandi,i Andri,i Anyai Nathaniai Kanii Putri,i andi Yumnai Syazai Kanii Putri.i 2023.i “Faktor-Faktori Yangi Mempengaruii Hasili Belajari Pesertai Didiki (Literaturei Review).”i Jurnali Pendidikani Siberi Nusantarai 1(1):13–24.i doi:i 10.38035/jpsn.v1i1.14.
Published
2025-06-18
How to Cite
Rivan Saghita Pratama, Indra Ramadhan, Niko Bagaskara, & Vedo Septiano H. (2025). LITERATURE REVIEW : DETEKSI BOLA DENGAN METODE YOLO PADA SEPAK BOLA. Didaktik : Jurnal Ilmiah PGSD STKIP Subang, 11(02), 293 - 304. https://doi.org/10.36989/didaktik.v11i02.6419
Section
Articles
