{"id":"https://openalex.org/W4388721421","doi":"https://doi.org/10.1109/gcce59613.2023.10315251","title":"Development of Tomato Leaf Disease Detection using YoloV8 Model via RoboFlow 2.0","display_name":"Development of Tomato Leaf Disease Detection using YoloV8 Model via RoboFlow 2.0","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4388721421","doi":"https://doi.org/10.1109/gcce59613.2023.10315251"},"language":"en","primary_location":{"id":"doi:10.1109/gcce59613.2023.10315251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce59613.2023.10315251","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","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/A5068877955","display_name":"Stanley Glenn E. Brucal","orcid":"https://orcid.org/0000-0001-5481-2803"},"institutions":[{"id":"https://openalex.org/I4391768255","display_name":"Asia Pacific College","ror":"https://ror.org/02qynyz82","country_code":null,"type":"education","lineage":["https://openalex.org/I4391768255"]},{"id":"https://openalex.org/I90519992","display_name":"University of Asia and the Pacific","ror":"https://ror.org/00hny2n79","country_code":"PH","type":"education","lineage":["https://openalex.org/I90519992"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Stanley Glenn E. Brucal","raw_affiliation_strings":["Asia Pacific College,School of Engineering,Makati,Philippines","School of Engineering, Asia Pacific College, Makati, Philippines"],"affiliations":[{"raw_affiliation_string":"Asia Pacific College,School of Engineering,Makati,Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]},{"raw_affiliation_string":"School of Engineering, Asia Pacific College, Makati, Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045659905","display_name":"Luigi Carlo M. De Jesus","orcid":"https://orcid.org/0000-0001-7889-6044"},"institutions":[{"id":"https://openalex.org/I90519992","display_name":"University of Asia and the Pacific","ror":"https://ror.org/00hny2n79","country_code":"PH","type":"education","lineage":["https://openalex.org/I90519992"]},{"id":"https://openalex.org/I4391768255","display_name":"Asia Pacific College","ror":"https://ror.org/02qynyz82","country_code":null,"type":"education","lineage":["https://openalex.org/I4391768255"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Luigi Carlo M. de Jesus","raw_affiliation_strings":["Asia Pacific College,School of Engineering,Makati,Philippines","School of Engineering, Asia Pacific College, Makati, Philippines"],"affiliations":[{"raw_affiliation_string":"Asia Pacific College,School of Engineering,Makati,Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]},{"raw_affiliation_string":"School of Engineering, Asia Pacific College, Makati, Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039076860","display_name":"Sergio Peruda","orcid":"https://orcid.org/0000-0003-4018-3094"},"institutions":[{"id":"https://openalex.org/I90519992","display_name":"University of Asia and the Pacific","ror":"https://ror.org/00hny2n79","country_code":"PH","type":"education","lineage":["https://openalex.org/I90519992"]},{"id":"https://openalex.org/I4391768255","display_name":"Asia Pacific College","ror":"https://ror.org/02qynyz82","country_code":null,"type":"education","lineage":["https://openalex.org/I4391768255"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Sergio R. Peruda","raw_affiliation_strings":["Asia Pacific College,School of Engineering,Makati,Philippines","School of Engineering, Asia Pacific College, Makati, Philippines"],"affiliations":[{"raw_affiliation_string":"Asia Pacific College,School of Engineering,Makati,Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]},{"raw_affiliation_string":"School of Engineering, Asia Pacific College, Makati, Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011161475","display_name":"Leonardo Samaniego","orcid":"https://orcid.org/0000-0002-1536-8428"},"institutions":[{"id":"https://openalex.org/I90519992","display_name":"University of Asia and the Pacific","ror":"https://ror.org/00hny2n79","country_code":"PH","type":"education","lineage":["https://openalex.org/I90519992"]},{"id":"https://openalex.org/I4391768255","display_name":"Asia Pacific College","ror":"https://ror.org/02qynyz82","country_code":null,"type":"education","lineage":["https://openalex.org/I4391768255"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Leonardo A. Samaniego","raw_affiliation_strings":["Asia Pacific College,School of Engineering,Makati,Philippines","School of Engineering, Asia Pacific College, Makati, Philippines"],"affiliations":[{"raw_affiliation_string":"Asia Pacific College,School of Engineering,Makati,Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]},{"raw_affiliation_string":"School of Engineering, Asia Pacific College, Makati, Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022458071","display_name":"Einstein D. Yong","orcid":"https://orcid.org/0000-0003-0591-9721"},"institutions":[{"id":"https://openalex.org/I90519992","display_name":"University of Asia and the Pacific","ror":"https://ror.org/00hny2n79","country_code":"PH","type":"education","lineage":["https://openalex.org/I90519992"]},{"id":"https://openalex.org/I4391768255","display_name":"Asia Pacific College","ror":"https://ror.org/02qynyz82","country_code":null,"type":"education","lineage":["https://openalex.org/I4391768255"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Einstein D. Yong","raw_affiliation_strings":["Asia Pacific College,School of Engineering,Makati,Philippines","School of Engineering, Asia Pacific College, Makati, Philippines"],"affiliations":[{"raw_affiliation_string":"Asia Pacific College,School of Engineering,Makati,Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]},{"raw_affiliation_string":"School of Engineering, Asia Pacific College, Makati, Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068877955"],"corresponding_institution_ids":["https://openalex.org/I4391768255","https://openalex.org/I90519992"],"apc_list":null,"apc_paid":null,"fwci":9.2885,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.9761522,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"692","last_page":"694"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9944000244140625,"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":0.9944000244140625,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9556000232696533,"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/T10494","display_name":"Plant Virus Research Studies","score":0.9520999789237976,"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/archipelago","display_name":"Archipelago","score":0.6364327669143677},{"id":"https://openalex.org/keywords/infestation","display_name":"Infestation","score":0.5771323442459106},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.49042364954948425},{"id":"https://openalex.org/keywords/pest-analysis","display_name":"PEST analysis","score":0.4858229160308838},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.4055567979812622},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.36287328600883484},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.33945417404174805},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.31472480297088623},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30473166704177856},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.19156715273857117}],"concepts":[{"id":"https://openalex.org/C204207459","wikidata":"https://www.wikidata.org/wiki/Q33837","display_name":"Archipelago","level":2,"score":0.6364327669143677},{"id":"https://openalex.org/C2776451879","wikidata":"https://www.wikidata.org/wiki/Q1292038","display_name":"Infestation","level":2,"score":0.5771323442459106},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.49042364954948425},{"id":"https://openalex.org/C22508944","wikidata":"https://www.wikidata.org/wiki/Q568174","display_name":"PEST analysis","level":2,"score":0.4858229160308838},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.4055567979812622},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.36287328600883484},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.33945417404174805},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.31472480297088623},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30473166704177856},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.19156715273857117},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce59613.2023.10315251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce59613.2023.10315251","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W4384135289","https://openalex.org/W6854127033"],"related_works":["https://openalex.org/W101745730","https://openalex.org/W2353625363","https://openalex.org/W2333653566","https://openalex.org/W7759790","https://openalex.org/W2740926310","https://openalex.org/W2326065431","https://openalex.org/W20165974","https://openalex.org/W1563888614","https://openalex.org/W4300849703","https://openalex.org/W3089066892"],"abstract_inverted_index":{"The":[0,64],"Philippines,":[1],"as":[2,12],"a":[3,111],"tropical":[4],"archipelago":[5],"with":[6],"30%":[7],"of":[8,40,51,66,116,123,128],"its":[9,26,62,99],"land":[10],"classified":[11],"agricultural,":[13],"produces":[14],"tomatoes":[15],"throughout":[16],"the":[17,41,45,90],"year,":[18],"though":[19,61],"peaks":[20],"during":[21],"dry":[22],"season.":[23],"Not":[24],"accounting":[25],"climate":[27],"and":[28,31,48,92,125],"weather":[29],"conditions":[30],"geographical":[32],"challenges,":[33],"pest":[34],"or":[35],"diseases":[36],"infestation":[37],"is":[38,70],"one":[39],"hindrances":[42],"in":[43,72,110],"maximizing":[44],"production,":[46],"yield,":[47],"shell":[49],"life":[50],"tomato":[52,80,104],"harvest.":[53],"This":[54],"can":[55],"be":[56],"mitigated":[57],"by":[58],"early":[59],"prognosis":[60],"leaf.":[63],"use":[65],"YoloV8":[67,95],"via":[68],"RoboFlow":[69],"presented":[71],"this":[73],"paper":[74],"to":[75,102],"detect":[76],"nine":[77],"(9)":[78],"common":[79],"leaf":[81,105],"diseases.":[82],"It":[83],"generated":[84],"99%":[85],"average":[86,120],"precision":[87,121],"from":[88],"both":[89],"validation":[91],"test":[93],"sets.":[94],"model":[96],"has":[97],"proven":[98],"high":[100],"potential":[101],"classify":[103],"disease":[106],"when":[107],"it":[108],"resulted":[109],"mean":[112],"Average":[113],"Precision":[114],"(mAP)":[115],"98.9%,":[117],"at":[118],"an":[119],"rate":[122,127],"97.5%":[124],"recall":[126],"91.9%.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":7}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}