{"id":"https://openalex.org/W3213112180","doi":"https://doi.org/10.1145/3426020.3426048","title":"Draft Design of Fruit Object Recognition using Transfer Learning in Smart Farm","display_name":"Draft Design of Fruit Object Recognition using Transfer Learning in Smart Farm","publication_year":2020,"publication_date":"2020-09-17","ids":{"openalex":"https://openalex.org/W3213112180","doi":"https://doi.org/10.1145/3426020.3426048","mag":"3213112180"},"language":"en","primary_location":{"id":"doi:10.1145/3426020.3426048","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3426020.3426048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 9th International Conference on Smart Media and Applications","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/A5087933030","display_name":"YoonSeok Cha","orcid":null},"institutions":[{"id":"https://openalex.org/I79056234","display_name":"Gwangju University","ror":"https://ror.org/01gcnxt20","country_code":"KR","type":"education","lineage":["https://openalex.org/I79056234"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"YoonSeok Cha","raw_affiliation_strings":["Gwangju Metro-city, S. Korea"],"affiliations":[{"raw_affiliation_string":"Gwangju Metro-city, S. Korea","institution_ids":["https://openalex.org/I79056234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071168127","display_name":"TaeHong Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I79056234","display_name":"Gwangju University","ror":"https://ror.org/01gcnxt20","country_code":"KR","type":"education","lineage":["https://openalex.org/I79056234"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"TaeHong Kim","raw_affiliation_strings":["Gwangju Metro-city, S. Korea"],"affiliations":[{"raw_affiliation_string":"Gwangju Metro-city, S. Korea","institution_ids":["https://openalex.org/I79056234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034426074","display_name":"DaeKyu Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I79056234","display_name":"Gwangju University","ror":"https://ror.org/01gcnxt20","country_code":"KR","type":"education","lineage":["https://openalex.org/I79056234"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"DaeKyu Kim","raw_affiliation_strings":["Gwangju Metro-city, S. Korea"],"affiliations":[{"raw_affiliation_string":"Gwangju Metro-city, S. Korea","institution_ids":["https://openalex.org/I79056234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050972160","display_name":"ByungRae Cha","orcid":"https://orcid.org/0000-0001-6686-5400"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"ByungRae Cha","raw_affiliation_strings":["GIST &amp; Gwangju Metro-city, S. Korea"],"affiliations":[{"raw_affiliation_string":"GIST &amp; Gwangju Metro-city, S. Korea","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087933030"],"corresponding_institution_ids":["https://openalex.org/I79056234"],"apc_list":null,"apc_paid":null,"fwci":0.4598,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76902882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.8345000147819519,"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":0.8345000147819519,"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/task","display_name":"Task (project management)","score":0.6793205738067627},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.663128674030304},{"id":"https://openalex.org/keywords/raspberry-pi","display_name":"Raspberry pi","score":0.657799482345581},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6306944489479065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6278959512710571},{"id":"https://openalex.org/keywords/arduino","display_name":"Arduino","score":0.6119353771209717},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5988850593566895},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.571530282497406},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5413783192634583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46965116262435913},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.469596266746521},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4681311845779419},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.4667750895023346},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4122235178947449},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2591034770011902},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23233142495155334},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.2048751711845398},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16258999705314636},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1421256959438324},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.1178756058216095}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6793205738067627},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.663128674030304},{"id":"https://openalex.org/C2985745059","wikidata":"https://www.wikidata.org/wiki/Q245","display_name":"Raspberry pi","level":3,"score":0.657799482345581},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6306944489479065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6278959512710571},{"id":"https://openalex.org/C136501162","wikidata":"https://www.wikidata.org/wiki/Q175957","display_name":"Arduino","level":2,"score":0.6119353771209717},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5988850593566895},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.571530282497406},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5413783192634583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46965116262435913},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.469596266746521},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4681311845779419},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.4667750895023346},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4122235178947449},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2591034770011902},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23233142495155334},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2048751711845398},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16258999705314636},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1421256959438324},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.1178756058216095},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3426020.3426048","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3426020.3426048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 9th International Conference on Smart Media and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4293241760","https://openalex.org/W2747703758","https://openalex.org/W2770439812","https://openalex.org/W3195089059","https://openalex.org/W2247250654","https://openalex.org/W4388858262","https://openalex.org/W2262413192","https://openalex.org/W4240140952","https://openalex.org/W2972048025","https://openalex.org/W3005883437"],"abstract_inverted_index":{"Agriculture":[0],"can":[1,17],"save":[2],"labor":[3],"and":[4,10,33,56,66,80,87,106],"production":[5],"costs":[6],"by":[7,70],"automatically":[8],"recognizing":[9],"growing":[11],"fruit.":[12],"And":[13],"the":[14,37,47,95],"technology":[15],"that":[16],"complete":[18],"this":[19],"process":[20],"is":[21,107],"in":[22,46],"AI.":[23],"Using":[24],"AI":[25,91],"technology,":[26],"we":[27],"designed":[28,69],"a":[29,62,72,78,82,88],"Fruit":[30,63],"Object":[31,64],"Detection":[32,65],"Monitoring":[34,67],"to":[35,109],"increase":[36],"efficiency":[38],"of":[39],"fruit":[40],"cultivation":[41],"management,":[42],"an":[43],"important":[44],"task":[45],"agricultural":[48],"industry.":[49],"For":[50],"this,":[51],"Yolo,":[52],"transfer":[53],"learning":[54],"algorithms":[55],"ROS":[57],"were":[58],"studied.":[59],"After":[60],"that,":[61],"was":[68],"linking":[71],"Raspberry":[73],"Pi":[74],"4":[75],"equipped":[76],"with":[77],"camera":[79],"Arduino,":[81],"micro":[83,89],"cloud":[84,90],"storage":[85],"cluster":[86],"cluster.":[92],"Until":[93],"now,":[94],"design":[96],"has":[97],"been":[98],"tested":[99],"except":[100],"for":[101],"real-time":[102],"object":[103],"recognition":[104],"monitoring,":[105],"planned":[108],"be":[110],"completed":[111],"through":[112],"future":[113],"research.":[114]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
