{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T07:15:49Z","timestamp":1784099749815,"version":"3.55.0"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2026.3669449","type":"journal-article","created":{"date-parts":[[2026,3,2]],"date-time":"2026-03-02T20:56:50Z","timestamp":1772485010000},"page":"36825-36839","source":"Crossref","is-referenced-by-count":1,"title":["YOLO-AUG: Enhancing Wildlife Monitoring on Far-Edge Devices With Dynamic Color-Space Augmentation and Efficient Learning"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-5221-916X","authenticated-orcid":false,"given":"Jean Pierre","family":"Asdikian","sequence":"first","affiliation":[{"name":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4712-3767","authenticated-orcid":false,"given":"Sebastian","family":"Troia","sequence":"additional","affiliation":[{"name":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3884-3594","authenticated-orcid":false,"given":"Omran","family":"Ayoub","sequence":"additional","affiliation":[{"name":"University of Applied Sciences and Arts of Southern Switzerland, Lugano, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kivilcim","family":"Yilmaz","sequence":"additional","affiliation":[{"name":"Ankara University, Ankara, Türkiye"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-9837-8748","authenticated-orcid":false,"given":"Giacomo","family":"Sguotti","sequence":"additional","affiliation":[{"name":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-5316-1507","authenticated-orcid":false,"given":"Mengyao","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6557-2120","authenticated-orcid":false,"given":"Marco","family":"Marcon","sequence":"additional","affiliation":[{"name":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6103-435X","authenticated-orcid":false,"given":"Guido","family":"Maier","sequence":"additional","affiliation":[{"name":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s13280-023-01852-1"},{"key":"ref2","volume-title":"Ultralytics Github Repository","year":"2025"},{"key":"ref3","article-title":"You only look once: Unified, real-time object detection","author":"Redmon","year":"2015","journal-title":"arXiv:1506.02640"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jestch.2025.102161"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9191127"},{"key":"ref6","article-title":"Unpaired image-toimage translation using cycle-consistent adversarial networks","author":"Zhu","year":"2017","journal-title":"arXiv:1703.10593"},{"key":"ref7","article-title":"YOLOv3: An incremental improvement","author":"Redmon","year":"2018","journal-title":"arXiv:1804.02767"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2021.762702"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3204683"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICITIIT61487.2024.10580051"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2022.156233"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/s24144502"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1186\/s40494-024-01144-1"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-52054-y"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/sibgrapi55357.2022.9991774"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2004.10934"},{"key":"ref17","article-title":"Scaled-YOLOv4: Scaling cross stage partial network","author":"Wang","year":"2020","journal-title":"arXiv:2011.08036"},{"key":"ref18","article-title":"YOLOX: Exceeding YOLO series in 2021","author":"Ge","year":"2021","journal-title":"arXiv:2107.08430"},{"key":"ref19","article-title":"YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors","author":"Wang","year":"2022","journal-title":"arXiv:2207.02696"},{"key":"ref20","article-title":"You only learn one representation: Unified network for multiple tasks","author":"Wang","year":"2021","journal-title":"arXiv:2105.04206"},{"key":"ref21","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2024.124105","article-title":"On the enhancement of semi-supervised deep learning-based railway defect detection using pseudo-labels","volume":"251","author":"Ozdemir","year":"2024","journal-title":"Expert Syst. Appl."},{"key":"ref22","volume-title":"TCDD Dataset: Turkish Railway Statistics and Information","year":"2026"},{"key":"ref23","article-title":"Training machine learning models at the edge: A survey","author":"Khouas","year":"2024","journal-title":"arXiv:2403.02619"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3696003"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JETCAS.2021.3121554"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/NetSoft60951.2024.10588933"},{"key":"ref27","article-title":"YOLOv10: Real-time end-to-end object detection","author":"Wang","year":"2024","journal-title":"arXiv:2405.14458"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10030279"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00359"},{"key":"ref30","volume-title":"Deer Dataset","year":"2022"},{"key":"ref31","volume-title":"Wild Boar Dataset","year":"2022"},{"key":"ref32","author":"Banerjee","year":"2022","journal-title":"Animal Image Dataset (90 Different Animals)"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00305"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr46437.2021.00408"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20077-9_3"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2022.02.001"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuri.2025.100249"},{"key":"ref38","first-page":"1","article-title":"Decoupled weight decay regularization","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Loshchilov"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3180392"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01146"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref42","author":"Corporation","year":"2025","journal-title":"JetPack 6.2 | NVIDIA Jetson Linux Developer Guide"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11417757.pdf?arnumber=11417757","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T19:55:04Z","timestamp":1773431704000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11417757\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/access.2026.3669449","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}