{"id":"https://openalex.org/W7128407515","doi":"https://doi.org/10.1186/s13677-025-00835-9","title":"Comparative analysis of cloud-based AI object detection services and YOLO11: performance, cost, and usability evaluation","display_name":"Comparative analysis of cloud-based AI object detection services and YOLO11: performance, cost, and usability evaluation","publication_year":2026,"publication_date":"2026-02-07","ids":{"openalex":"https://openalex.org/W7128407515","doi":"https://doi.org/10.1186/s13677-025-00835-9"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-025-00835-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00835-9","pdf_url":null,"source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1186/s13677-025-00835-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5125400859","display_name":"Ricardo Beck Feiten","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ricardo Beck Feiten","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Edison Pignaton de Freitas","orcid":"https://orcid.org/0000-0003-4655-8889"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edison Pignaton de Freitas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5125404308","display_name":"Manuel M. Oliveira","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manuel M. Oliveira","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5125400859"],"corresponding_institution_ids":[],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36959856,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.1615000069141388,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.1615000069141388,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14347","display_name":"Big Data and Digital Economy","score":0.044199999421834946,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.032099999487400055,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6218000054359436},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.397599995136261},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.36469998955726624},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.31049999594688416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6840000152587891},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6218000054359436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4584999978542328},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.397599995136261},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.36469998955726624},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3125},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.31049999594688416},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2851000130176544},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2533999979496002},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2524999976158142}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-025-00835-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00835-9","pdf_url":null,"source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4ef73cf4d24d4410ba630309f57e850d","is_oa":true,"landing_page_url":"https://doaj.org/article/4ef73cf4d24d4410ba630309f57e850d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 15, Iss 1 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-025-00835-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00835-9","pdf_url":null,"source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1034159276","https://openalex.org/W1861492603","https://openalex.org/W2621776666","https://openalex.org/W3102927640","https://openalex.org/W3131256294","https://openalex.org/W3199269661","https://openalex.org/W3211693250","https://openalex.org/W4224282468","https://openalex.org/W4281560344","https://openalex.org/W4282979032","https://openalex.org/W4382059335","https://openalex.org/W4388426594","https://openalex.org/W4388900271","https://openalex.org/W4390701194","https://openalex.org/W4391229262","https://openalex.org/W4401610112","https://openalex.org/W4402002933","https://openalex.org/W4414609601"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"By":[1],"2025,":[2],"distributed":[3],"cloud":[4,51,78],"computing":[5,52],"services":[6,22],"have":[7],"become":[8,54],"commonplace":[9],"and":[10,19,30,39,46,61,84,107,130],"widely":[11],"adopted,":[12],"transforming":[13],"the":[14,28,36,68,75,127,136],"IT":[15,33],"landscape":[16],"across":[17],"industries":[18],"institutions.":[20],"These":[21],"offer":[23],"numerous":[24],"benefits":[25],"that":[26],"enhance":[27],"efficiency":[29],"scalability":[31],"of":[32,41,74,98,126],"operations.":[34],"With":[35],"recent":[37],"surge":[38],"popularization":[40],"Artificial":[42],"Intelligence":[43],"image":[44,47,70],"classification":[45],"object":[48,71,114],"detection":[49,72,115],"workloads,":[50],"has":[53],"a":[55,94,111,124],"popular":[56],"method":[57],"to":[58],"train,":[59],"evaluate,":[60],"serve":[62],"such":[63],"jobs.":[64],"This":[65],"article":[66],"explores":[67],"AI":[69],"frameworks":[73],"three":[76],"leading":[77],"providers\u2014Amazon":[79],"Web":[80],"Services,":[81],"Microsoft":[82],"Azure,":[83],"Google\u2014based":[85],"on":[86],"Convolutional":[87],"Neural":[88],"Network":[89],"(CNN)":[90],"architecture.":[91],"It":[92],"presents":[93],"practical":[95],"comparative":[96],"analysis":[97],"their":[99],"respective":[100],"solutions:":[101],"Amazon":[102],"Rekognition,":[103],"Azure":[104],"Custom":[105],"Vision,":[106],"Vertex":[108],"AI,":[109],"alongside":[110],"locally":[112],"trained":[113],"model":[116],"using":[117],"YOLO11m.":[118],"The":[119],"collected":[120],"results,":[121],"along":[122],"with":[123],"discussion":[125],"advantages,":[128],"limitations,":[129],"key":[131],"insights,":[132],"are":[133],"presented":[134],"throughout":[135],"paper.":[137]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-02-10T00:00:00"}
