{"id":"https://openalex.org/W4392939809","doi":"https://doi.org/10.1109/access.2024.3378568","title":"YOLOv1 to v8: Unveiling Each Variant\u2013A Comprehensive Review of YOLO","display_name":"YOLOv1 to v8: Unveiling Each Variant\u2013A Comprehensive Review of YOLO","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392939809","doi":"https://doi.org/10.1109/access.2024.3378568"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3378568","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3378568","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10473783.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10473783.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026375745","display_name":"Muhammad Hussain","orcid":"https://orcid.org/0000-0001-8458-6202"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Muhammad Hussain","raw_affiliation_strings":["Department of Computer Science, University of Huddersfield, Huddersfield, U.K","Department of Computer Science, University of Huddersfield, Queen Street, West Yorkshire, UK"],"raw_orcid":"https://orcid.org/0000-0001-8458-6202","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Huddersfield, Huddersfield, U.K","institution_ids":["https://openalex.org/I133837150"]},{"raw_affiliation_string":"Department of Computer Science, University of Huddersfield, Queen Street, West Yorkshire, UK","institution_ids":["https://openalex.org/I133837150"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5026375745"],"corresponding_institution_ids":["https://openalex.org/I133837150"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":188.9216,"has_fulltext":true,"cited_by_count":376,"citation_normalized_percentile":{"value":0.99992086,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"42816","last_page":"42833"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10613","display_name":"Virus-based gene therapy research","score":0.5238000154495239,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10613","display_name":"Virus-based gene therapy research","score":0.5238000154495239,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10625","display_name":"Herpesvirus Infections and Treatments","score":0.44769999384880066,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5737903714179993}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5737903714179993}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2024.3378568","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3378568","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10473783.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:00244c0f6eb64a0a961c0c47a3ca6444","is_oa":true,"landing_page_url":"https://doaj.org/article/00244c0f6eb64a0a961c0c47a3ca6444","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 42816-42833 (2024)","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:openaire/05caebb9-841b-44fc-bf67-df9a2b660d6a","is_oa":true,"landing_page_url":"https://pure.hud.ac.uk/en/publications/05caebb9-841b-44fc-bf67-df9a2b660d6a","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hussain, M 2024, 'YOLOv1 to v8 : Unveiling Each Variant - A Comprehensive Review of YOLO', IEEE Access, vol. 12, 10473783, pp. 42816-42833. https://doi.org/10.1109/ACCESS.2024.3378568","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/05caebb9-841b-44fc-bf67-df9a2b660d6a","is_oa":false,"landing_page_url":"https://www.scopus.com/pages/publications/85188434806","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hussain, M 2024, 'YOLOv1 to v8 : Unveiling Each Variant - A Comprehensive Review of YOLO', IEEE Access, vol. 12, 10473783, pp. 42816-42833. https://doi.org/10.1109/ACCESS.2024.3378568","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3378568","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3378568","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10473783.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392939809.pdf","grobid_xml":"https://content.openalex.org/works/W4392939809.grobid-xml"},"referenced_works_count":104,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1551683612","https://openalex.org/W1686810756","https://openalex.org/W1861492603","https://openalex.org/W2031489346","https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2128871431","https://openalex.org/W2151100033","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2525601249","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2769988472","https://openalex.org/W2789970635","https://openalex.org/W2793956967","https://openalex.org/W2884256296","https://openalex.org/W2889292885","https://openalex.org/W2890715498","https://openalex.org/W2891004411","https://openalex.org/W2896726780","https://openalex.org/W2904469115","https://openalex.org/W2923349434","https://openalex.org/W2941859709","https://openalex.org/W2942806183","https://openalex.org/W2944525610","https://openalex.org/W2952122856","https://openalex.org/W2960571991","https://openalex.org/W2962374310","https://openalex.org/W2963351448","https://openalex.org/W2966011162","https://openalex.org/W2971587923","https://openalex.org/W2984111315","https://openalex.org/W3002461978","https://openalex.org/W3011696708","https://openalex.org/W3012546716","https://openalex.org/W3018757597","https://openalex.org/W3038714337","https://openalex.org/W3042011474","https://openalex.org/W3047375789","https://openalex.org/W3085201316","https://openalex.org/W3098057610","https://openalex.org/W3102076509","https://openalex.org/W3106250896","https://openalex.org/W3109448977","https://openalex.org/W3115773619","https://openalex.org/W3124740432","https://openalex.org/W3128702906","https://openalex.org/W3128992590","https://openalex.org/W3134467615","https://openalex.org/W3163510280","https://openalex.org/W3167976421","https://openalex.org/W3174135168","https://openalex.org/W3175168574","https://openalex.org/W3179326988","https://openalex.org/W3183824707","https://openalex.org/W3190577943","https://openalex.org/W3200159991","https://openalex.org/W3201064488","https://openalex.org/W3208970891","https://openalex.org/W3215073785","https://openalex.org/W4210598935","https://openalex.org/W4211261864","https://openalex.org/W4214648418","https://openalex.org/W4224215610","https://openalex.org/W4224940354","https://openalex.org/W4226147466","https://openalex.org/W4285224970","https://openalex.org/W4293584584","https://openalex.org/W4294536733","https://openalex.org/W4295886290","https://openalex.org/W4297478646","https://openalex.org/W4297676427","https://openalex.org/W4298097855","https://openalex.org/W4298110846","https://openalex.org/W4306391197","https://openalex.org/W4306762137","https://openalex.org/W4309279743","https://openalex.org/W4316659302","https://openalex.org/W4320002812","https://openalex.org/W4324061701","https://openalex.org/W4324116440","https://openalex.org/W4360995020","https://openalex.org/W4365790486","https://openalex.org/W4379618865","https://openalex.org/W4380998161","https://openalex.org/W4382059335","https://openalex.org/W4385211499","https://openalex.org/W4385224710","https://openalex.org/W4385413432","https://openalex.org/W4386549277","https://openalex.org/W4387339117","https://openalex.org/W4389105532","https://openalex.org/W4401519136","https://openalex.org/W6637373629","https://openalex.org/W6750227808","https://openalex.org/W6754507053","https://openalex.org/W6754632766","https://openalex.org/W6761726450","https://openalex.org/W6784239669","https://openalex.org/W6843239693","https://openalex.org/W6852479192"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"This":[0,82],"paper":[1,64],"implements":[2],"a":[3,25,56,73,86,118],"systematic":[4],"methodological":[5],"approach":[6,84],"to":[7],"review":[8,34,50],"the":[9,33,46,67,108],"evolution":[10],"of":[11,28,59,69,76,89,110],"YOLO":[12,70,123],"variants.":[13],"Each":[14],"variant":[15],"is":[16,106],"dissected":[17],"by":[18],"examining":[19],"its":[20,29,94],"internal":[21,95],"architectural":[22,37],"composition,":[23],"providing":[24],"thorough":[26],"understanding":[27],"structural":[30],"components.":[31],"Subsequently,":[32],"highlights":[35],"key":[36],"innovations":[38],"introduced":[39],"in":[40],"each":[41,60],"variant,":[42],"shedding":[43],"light":[44],"on":[45],"incremental":[47],"refinements.":[48],"The":[49,63],"includes":[51],"benchmarked":[52,98],"performance":[53,68,99],"metrics,":[54],"offering":[55],"quantitative":[57],"measure":[58],"variant\u2019s":[61],"capabilities.":[62],"further":[65],"presents":[66],"variants":[71],"across":[72,128],"diverse":[74],"range":[75],"domains,":[77],"manifesting":[78],"their":[79],"real-world":[80],"impact.":[81],"structured":[83],"ensures":[85],"comprehensive":[87],"examination":[88],"YOLOs":[90],"journey,":[91],"methodically":[92],"communicating":[93],"advancements":[96],"and":[97,135],"before":[100],"delving":[101],"into":[102],"domain":[103],"applications.":[104],"It":[105],"envisioned,":[107],"incorporation":[109],"concepts":[111],"such":[112],"as":[113],"federated":[114],"learning":[115],"can":[116],"introduce":[117],"collaborative":[119],"training":[120,127],"paradigm,":[121],"where":[122],"models":[124],"benefit":[125],"from":[126],"multiple":[129],"edge":[130],"devices,":[131],"enhancing":[132],"privacy,":[133],"adaptability,":[134],"generalisation.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":56},{"year":2025,"cited_by_count":245},{"year":2024,"cited_by_count":75}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2024-03-20T00:00:00"}
