{"id":"https://openalex.org/W4312692920","doi":"https://doi.org/10.1109/iicaiet55139.2022.9936848","title":"EZM-AI: A Yolov5 Machine Vision Inference Approach of the Philippine Corn Leaf Diseases Detection System","display_name":"EZM-AI: A Yolov5 Machine Vision Inference Approach of the Philippine Corn Leaf Diseases Detection System","publication_year":2022,"publication_date":"2022-09-13","ids":{"openalex":"https://openalex.org/W4312692920","doi":"https://doi.org/10.1109/iicaiet55139.2022.9936848"},"language":"en","primary_location":{"id":"doi:10.1109/iicaiet55139.2022.9936848","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iicaiet55139.2022.9936848","pdf_url":null,"source":{"id":"https://openalex.org/S4363608273","display_name":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084260835","display_name":"Yolanda C. Austria","orcid":null},"institutions":[{"id":"https://openalex.org/I103193709","display_name":"Adamson University","ror":"https://ror.org/00xbjad38","country_code":"PH","type":"education","lineage":["https://openalex.org/I103193709"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Yolanda C. Austria","raw_affiliation_strings":["Adamson University,Computer Engineering Department,Manila,Philippines","Computer Engineering Department, Adamson University, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Adamson University,Computer Engineering Department,Manila,Philippines","institution_ids":["https://openalex.org/I103193709"]},{"raw_affiliation_string":"Computer Engineering Department, Adamson University, Manila, Philippines","institution_ids":["https://openalex.org/I103193709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049069910","display_name":"Maria Concepcion A. Mirabueno","orcid":null},"institutions":[{"id":"https://openalex.org/I103193709","display_name":"Adamson University","ror":"https://ror.org/00xbjad38","country_code":"PH","type":"education","lineage":["https://openalex.org/I103193709"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Maria Concepcion A. Mirabueno","raw_affiliation_strings":["Adamson University,Computer Engineering Department,Manila,Philippines","Computer Engineering Department, Adamson University, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Adamson University,Computer Engineering Department,Manila,Philippines","institution_ids":["https://openalex.org/I103193709"]},{"raw_affiliation_string":"Computer Engineering Department, Adamson University, Manila, Philippines","institution_ids":["https://openalex.org/I103193709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039609778","display_name":"Dylan Josh Domingo Lopez","orcid":"https://orcid.org/0000-0003-4501-1013"},"institutions":[{"id":"https://openalex.org/I103193709","display_name":"Adamson University","ror":"https://ror.org/00xbjad38","country_code":"PH","type":"education","lineage":["https://openalex.org/I103193709"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Dylan Josh D. Lopez","raw_affiliation_strings":["Adamson University,Computer Engineering Department,Manila,Philippines","Computer Engineering Department, Adamson University, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Adamson University,Computer Engineering Department,Manila,Philippines","institution_ids":["https://openalex.org/I103193709"]},{"raw_affiliation_string":"Computer Engineering Department, Adamson University, Manila, Philippines","institution_ids":["https://openalex.org/I103193709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051511599","display_name":"Dexter James L. Cuaresma","orcid":"https://orcid.org/0000-0003-1215-9062"},"institutions":[{"id":"https://openalex.org/I103193709","display_name":"Adamson University","ror":"https://ror.org/00xbjad38","country_code":"PH","type":"education","lineage":["https://openalex.org/I103193709"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Dexter James L. Cuaresma","raw_affiliation_strings":["Adamson University,Computer Engineering Department,Manila,Philippines","Computer Engineering Department, Adamson University, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Adamson University,Computer Engineering Department,Manila,Philippines","institution_ids":["https://openalex.org/I103193709"]},{"raw_affiliation_string":"Computer Engineering Department, Adamson University, Manila, Philippines","institution_ids":["https://openalex.org/I103193709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027923221","display_name":"Jonel R. Macalisang","orcid":"https://orcid.org/0000-0002-6527-741X"},"institutions":[{"id":"https://openalex.org/I4210096824","display_name":"Technological University of the Philippines","ror":"https://ror.org/00v4vjb95","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210096824"]},{"id":"https://openalex.org/I5791819","display_name":"University of the Philippines Manila","ror":"https://ror.org/01rrczv41","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I5791819"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Jonel R. Macalisang","raw_affiliation_strings":["Technological University of the Philippines,Technology Licensing Office-ITSO,Manila,Philippines","Technology Licensing Office-ITSO, Technological University of the Philippines, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Technological University of the Philippines,Technology Licensing Office-ITSO,Manila,Philippines","institution_ids":["https://openalex.org/I4210096824"]},{"raw_affiliation_string":"Technology Licensing Office-ITSO, Technological University of the Philippines, Manila, Philippines","institution_ids":["https://openalex.org/I4210096824","https://openalex.org/I5791819"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012975796","display_name":"Cherry D. Casuat","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096824","display_name":"Technological University of the Philippines","ror":"https://ror.org/00v4vjb95","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210096824"]},{"id":"https://openalex.org/I5791819","display_name":"University of the Philippines Manila","ror":"https://ror.org/01rrczv41","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I5791819"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Cherry D. Casuat","raw_affiliation_strings":["College of Industrial Technology, Technological University of the Philippines,Manila,Philippines","College of Industrial Technology, Technological University of the Philippines, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"College of Industrial Technology, Technological University of the Philippines,Manila,Philippines","institution_ids":["https://openalex.org/I4210096824","https://openalex.org/I5791819"]},{"raw_affiliation_string":"College of Industrial Technology, Technological University of the Philippines, Manila, Philippines","institution_ids":["https://openalex.org/I4210096824","https://openalex.org/I5791819"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084260835"],"corresponding_institution_ids":["https://openalex.org/I103193709"],"apc_list":null,"apc_paid":null,"fwci":2.7017,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.91763192,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9406999945640564,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.932699978351593,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.6289294362068176},{"id":"https://openalex.org/keywords/leaf-spot","display_name":"Leaf spot","score":0.5778455138206482},{"id":"https://openalex.org/keywords/rust","display_name":"Rust (programming language)","score":0.5540560483932495},{"id":"https://openalex.org/keywords/field-corn","display_name":"Field corn","score":0.5311511754989624},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.52580326795578},{"id":"https://openalex.org/keywords/blight","display_name":"Blight","score":0.5141077637672424},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.36463791131973267},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.3524733781814575},{"id":"https://openalex.org/keywords/zea-mays","display_name":"Zea mays","score":0.29983505606651306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2850041389465332},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2608124613761902},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19036656618118286}],"concepts":[{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.6289294362068176},{"id":"https://openalex.org/C2780034373","wikidata":"https://www.wikidata.org/wiki/Q6508875","display_name":"Leaf spot","level":2,"score":0.5778455138206482},{"id":"https://openalex.org/C197781089","wikidata":"https://www.wikidata.org/wiki/Q575650","display_name":"Rust (programming language)","level":2,"score":0.5540560483932495},{"id":"https://openalex.org/C2780119695","wikidata":"https://www.wikidata.org/wiki/Q5446977","display_name":"Field corn","level":3,"score":0.5311511754989624},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.52580326795578},{"id":"https://openalex.org/C182076605","wikidata":"https://www.wikidata.org/wiki/Q4273292","display_name":"Blight","level":2,"score":0.5141077637672424},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.36463791131973267},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3524733781814575},{"id":"https://openalex.org/C2993531722","wikidata":"https://www.wikidata.org/wiki/Q11575","display_name":"Zea mays","level":2,"score":0.29983505606651306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2850041389465332},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2608124613761902},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19036656618118286},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iicaiet55139.2022.9936848","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iicaiet55139.2022.9936848","pdf_url":null,"source":{"id":"https://openalex.org/S4363608273","display_name":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1597793043","https://openalex.org/W2270641383","https://openalex.org/W2548258044","https://openalex.org/W2886590014","https://openalex.org/W3003966614","https://openalex.org/W3005103743","https://openalex.org/W3018757597","https://openalex.org/W3158768153","https://openalex.org/W3160185242","https://openalex.org/W3192050636","https://openalex.org/W6931202655"],"related_works":["https://openalex.org/W2916761695","https://openalex.org/W1586841140","https://openalex.org/W3081543385","https://openalex.org/W3108539990","https://openalex.org/W2208884745","https://openalex.org/W2275660676","https://openalex.org/W2350935335","https://openalex.org/W2284758951","https://openalex.org/W186825685","https://openalex.org/W4312692920"],"abstract_inverted_index":{"The":[0,63,84,102],"Philippines":[1],"is":[2,15],"an":[3,79],"agricultural":[4],"country,":[5],"and":[6,18,59,92,107,111],"one":[7],"of":[8,20,30,82,104,123],"the":[9,16,27,31,44,51,76,117,121],"issues":[10],"in":[11,50],"today's":[12],"farming":[13],"environment":[14],"prevalence":[17],"exacerbation":[19],"diseases":[21,49],"caused":[22],"by":[23],"fungus,":[24],"which":[25,53],"impact":[26],"overall":[28],"quality":[29],"produced":[32],"or":[33],"harvested":[34],"crop.":[35],"This":[36],"study":[37],"focuses":[38],"on":[39],"a":[40],"corn":[41,47,55,71,125],"field,":[42],"especially":[43],"top":[45],"three":[46],"crop":[48,72],"Philippines,":[52],"are":[54],"rust,":[56],"leaf":[57,61,126],"blight,":[58],"grey":[60],"spot.":[62],"YOLO":[64],"V5":[65],"architecture":[66],"was":[67],"used":[68],"to":[69,99,119],"identify":[70],"diseases.":[73,127],"After":[74],"training,":[75,105],"result":[77],"had":[78],"mAP":[80],"score":[81],"0.97.":[83],"model":[85],"also":[86],"achieved":[87],"100":[88],"percent":[89,98],"testing":[90],"accuracy":[91,94,103],"detection":[93],"ranging":[95],"from":[96],"98.90":[97],"99.43":[100],"percent.":[101],"testing,":[106],"validation":[108],"were":[109],"promising,":[110],"it":[112],"could":[113],"be":[114],"implemented":[115],"into":[116],"device":[118],"solve":[120],"issue":[122],"detecting":[124]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}