{"id":"https://openalex.org/W4404889909","doi":"https://doi.org/10.22214/ijraset.2024.65633","title":"Deep Learning-Based Pre- trained Model for Classification and Detection of Potato Leaf Disease","display_name":"Deep Learning-Based Pre- trained Model for Classification and Detection of Potato Leaf Disease","publication_year":2024,"publication_date":"2024-11-30","ids":{"openalex":"https://openalex.org/W4404889909","doi":"https://doi.org/10.22214/ijraset.2024.65633"},"language":"en","primary_location":{"id":"doi:10.22214/ijraset.2024.65633","doi":"https://doi.org/10.22214/ijraset.2024.65633","is_oa":true,"landing_page_url":"https://doi.org/10.22214/ijraset.2024.65633","pdf_url":"http://dx.doi.org/10.22214/ijraset.2024.65633","source":{"id":"https://openalex.org/S2764566388","display_name":"International Journal for Research in Applied Science and Engineering Technology","issn_l":"2321-9653","issn":["2321-9653"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4322614460","host_organization_name":"International Journal for Research in Applied Science and Engineering Technology (IJRASET)","host_organization_lineage":["https://openalex.org/P4322614460"],"host_organization_lineage_names":["International Journal for Research in Applied Science and Engineering Technology (IJRASET)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal for Research in Applied Science and Engineering Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://dx.doi.org/10.22214/ijraset.2024.65633","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Niharika Sharma","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I53155696","display_name":"Madhav Institute of Technology & Science","ror":"https://ror.org/01pj5v964","country_code":"IN","type":"education","lineage":["https://openalex.org/I53155696"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Niharika Sharma","raw_affiliation_strings":["Department of Computer Science and Engineering, Madhav Institute Of Technology And Science Gwalior, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Madhav Institute Of Technology And Science Gwalior, India","institution_ids":["https://openalex.org/I53155696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015613406","display_name":"Jaimala Jha","orcid":"https://orcid.org/0000-0001-5917-4695","observed_orcids":["https://orcid.org/0000-0001-5917-4695"]},"institutions":[{"id":"https://openalex.org/I53155696","display_name":"Madhav Institute of Technology & Science","ror":"https://ror.org/01pj5v964","country_code":"IN","type":"education","lineage":["https://openalex.org/I53155696"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jaimala Jha","raw_affiliation_strings":["Department of Computer Science and Engineering, Madhav Institute Of Technology And Science Gwalior, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Madhav Institute Of Technology And Science Gwalior, India","institution_ids":["https://openalex.org/I53155696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I53155696"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"11","first_page":"2295","last_page":"2301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9994999766349792,"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":0.9994999766349792,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.00019999999494757503,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/potato-leaf-disease","display_name":"potato leaf disease","score":0.9940000176429749},{"id":"https://openalex.org/keywords/plant-disease-detection","display_name":"plant disease detection","score":0.8859999775886536},{"id":"https://openalex.org/keywords/plant-disease-classification","display_name":"plant disease classification","score":0.8700000047683716},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9649999737739563},{"id":"https://openalex.org/keywords/pre-trained-models","display_name":"pre-trained models","score":0.722000002861023},{"id":"https://openalex.org/keywords/crop-disease-detection","display_name":"crop disease detection","score":0.6940000057220459},{"id":"https://openalex.org/keywords/food-security","display_name":"food security","score":0.6970000267028809}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6234346628189087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.535071611404419},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4682665169239044},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.436087965965271},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3612259030342102}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.22214/ijraset.2024.65633","doi":"https://doi.org/10.22214/ijraset.2024.65633","is_oa":true,"landing_page_url":"https://doi.org/10.22214/ijraset.2024.65633","pdf_url":"http://dx.doi.org/10.22214/ijraset.2024.65633","source":{"id":"https://openalex.org/S2764566388","display_name":"International Journal for Research in Applied Science and Engineering Technology","issn_l":"2321-9653","issn":["2321-9653"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4322614460","host_organization_name":"International Journal for Research in Applied Science and Engineering Technology (IJRASET)","host_organization_lineage":["https://openalex.org/P4322614460"],"host_organization_lineage_names":["International Journal for Research in Applied Science and Engineering Technology (IJRASET)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal for Research in Applied Science and Engineering Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.22214/ijraset.2024.65633","doi":"https://doi.org/10.22214/ijraset.2024.65633","is_oa":true,"landing_page_url":"https://doi.org/10.22214/ijraset.2024.65633","pdf_url":"http://dx.doi.org/10.22214/ijraset.2024.65633","source":{"id":"https://openalex.org/S2764566388","display_name":"International Journal for Research in Applied Science and Engineering Technology","issn_l":"2321-9653","issn":["2321-9653"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4322614460","host_organization_name":"International Journal for Research in Applied Science and Engineering Technology (IJRASET)","host_organization_lineage":["https://openalex.org/P4322614460"],"host_organization_lineage_names":["International Journal for Research in Applied Science and Engineering Technology (IJRASET)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal for Research in Applied Science and Engineering Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.991100013256073}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404889909.pdf","grobid_xml":"https://content.openalex.org/works/W4404889909.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2604194943","https://openalex.org/W2733809450","https://openalex.org/W2970561829","https://openalex.org/W3016786410","https://openalex.org/W3110311655","https://openalex.org/W3163327790","https://openalex.org/W4372049043","https://openalex.org/W4386867353","https://openalex.org/W4393903575","https://openalex.org/W4394995097"],"related_works":["https://openalex.org/W4381162324","https://openalex.org/W4392366037","https://openalex.org/W4392981817","https://openalex.org/W4404528916","https://openalex.org/W7220638646","https://openalex.org/W4390845531","https://openalex.org/W4403127399","https://openalex.org/W4415883867","https://openalex.org/W7116332036","https://openalex.org/W4390831260"],"abstract_inverted_index":{"Abstract:":[0],"From":[1],"the":[2,6,15,28,32,37,61,130],"Holocene":[3],"period":[4],"of":[5,9,43,58,63,113,132],"earth,":[7],"formation":[8],"physical":[10],"geography":[11],"has":[12,66],"started":[13],"and":[14,17,73,82,92,147],"flaura's":[16],"faunna's":[18],"had":[19],"played":[20],"a":[21,67,111],"very":[22],"huge":[23],"role":[24],"in":[25,76,121,125,137,143],"supplementing":[26],"to":[27,101,134,141],"earth.":[29],"Apart":[30],"from":[31],"whole":[33],"earth":[34],"India":[35],"is":[36,50,95],"country":[38],"that":[39],"contributed":[40],"about":[41],"7.68%":[42],"total":[44],"world's":[45],"farming":[46],"output.":[47],"The":[48],"potatoes":[49],"an":[51],"essential":[52],"food":[53,86],"crop":[54],"worldwide,":[55],"feeding":[56],"billions":[57],"individuals.":[59],"Nevertheless,":[60],"presence":[62],"different":[64],"diseases":[65,90,136],"significant":[68],"impact":[69],"on":[70,94],"potato":[71,138],"production":[72],"quality,":[74],"resulting":[75],"substantial":[77],"financial":[78],"losses":[79],"for":[80,97],"farmers":[81],"potential":[83],"concerns":[84],"regarding":[85],"security.":[87],"Detecting":[88],"these":[89],"accurately":[91],"early":[93],"vital":[96],"implementing":[98],"effective":[99],"strategies":[100],"manage":[102],"them.":[103],"In":[104],"recent":[105],"times,":[106],"Convolutional":[107],"Neural":[108],"Networks":[109],"(CNNs),":[110],"type":[112],"deep":[114],"learning":[115],"technique,":[116],"have":[117],"shown":[118],"remarkable":[119],"success":[120],"recognizing":[122],"various":[123],"objects":[124],"images.":[126],"This":[127],"work":[128],"investigates":[129],"use":[131],"CNNs":[133],"identify":[135],"leaves,":[139],"aiming":[140],"aid":[142],"prompt":[144],"disease":[145],"diagnosis":[146],"protect":[148],"crops.":[149]},"counts_by_year":[],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2024-12-01T00:00:00"}