{"id":"https://openalex.org/W3173250112","doi":"https://doi.org/10.1109/access.2020.3048956","title":"Performance Evaluation of Deep Learning Classification Network for Image Features","display_name":"Performance Evaluation of Deep Learning Classification Network for Image Features","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3173250112","doi":"https://doi.org/10.1109/access.2020.3048956","mag":"3173250112"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3048956","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3048956","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09312591.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09312591.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100429992","display_name":"Qiang Li","orcid":"https://orcid.org/0000-0002-6736-3389"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiang Li","raw_affiliation_strings":["College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008681364","display_name":"Yingjian Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjian Yang","raw_affiliation_strings":["College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072085838","display_name":"Yingwei Guo","orcid":"https://orcid.org/0000-0002-3049-8474"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingwei Guo","raw_affiliation_strings":["College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100318457","display_name":"Wei Li","orcid":"https://orcid.org/0000-0003-4589-2711"},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["Medical Device Innovation Center, Shenzhen Technology University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Medical Device Innovation Center, Shenzhen Technology University, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101412598","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0002-5635-409X"},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Medical Device Innovation Center, Shenzhen Technology University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Medical Device Innovation Center, Shenzhen Technology University, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100349055","display_name":"Han Liu","orcid":"https://orcid.org/0000-0002-7731-8258"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Liu","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102007923","display_name":"Yan Kang","orcid":"https://orcid.org/0000-0003-2476-4921"},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Kang","raw_affiliation_strings":["College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China","Engineering Research Centre of Medical Imaging and Intelligent Analysis, Ministry of Education, Shenyang, China","Medical Device Innovation Center, Shenzhen Technology University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"Engineering Research Centre of Medical Imaging and Intelligent Analysis, Ministry of Education, Shenyang, China","institution_ids":[]},{"raw_affiliation_string":"Medical Device Innovation Center, Shenzhen Technology University, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100429992"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4277,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.90724914,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"9318","last_page":"9333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994000196456909,"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":0.9994000196456909,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.854865550994873},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6858247518539429},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6777523159980774},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.6343101859092712},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.572969913482666},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5477688312530518},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5184785723686218},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46573367714881897},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4351864457130432},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.41278648376464844},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.08181437849998474}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.854865550994873},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6858247518539429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6777523159980774},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.6343101859092712},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.572969913482666},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5477688312530518},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5184785723686218},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46573367714881897},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4351864457130432},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.41278648376464844},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.08181437849998474},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3048956","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3048956","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09312591.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f71f351989af4faa97d0411497ad1a8c","is_oa":true,"landing_page_url":"https://doaj.org/article/f71f351989af4faa97d0411497ad1a8c","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 9318-9333 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3048956","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3048956","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09312591.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5}],"awards":[{"id":"https://openalex.org/G1051660574","display_name":null,"funder_award_id":"2019A151","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1477544716","display_name":null,"funder_award_id":"Guangdong","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2394438933","display_name":null,"funder_award_id":"62071311","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4651740168","display_name":null,"funder_award_id":"2019A1515011382","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G5669696272","display_name":null,"funder_award_id":"51501138","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7410304501","display_name":null,"funder_award_id":"2019A1515011382","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7543324836","display_name":null,"funder_award_id":"2019A15150","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3173250112.pdf","grobid_xml":"https://content.openalex.org/works/W3173250112.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W1533861849","https://openalex.org/W1573760330","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1938425378","https://openalex.org/W2068730032","https://openalex.org/W2077458446","https://openalex.org/W2097117768","https://openalex.org/W2100495367","https://openalex.org/W2102605133","https://openalex.org/W2112796928","https://openalex.org/W2136922672","https://openalex.org/W2143915663","https://openalex.org/W2154579312","https://openalex.org/W2163605009","https://openalex.org/W2164568552","https://openalex.org/W2194775991","https://openalex.org/W2214802144","https://openalex.org/W2242218935","https://openalex.org/W2279098554","https://openalex.org/W2322112093","https://openalex.org/W2480295938","https://openalex.org/W2548377017","https://openalex.org/W2621028221","https://openalex.org/W2730844222","https://openalex.org/W2746600820","https://openalex.org/W2755550779","https://openalex.org/W2760167530","https://openalex.org/W2782363046","https://openalex.org/W2794022343","https://openalex.org/W2794169953","https://openalex.org/W2799258971","https://openalex.org/W2804989318","https://openalex.org/W2883780447","https://openalex.org/W2884367402","https://openalex.org/W2911810010","https://openalex.org/W2917154014","https://openalex.org/W2918773503","https://openalex.org/W2919115771","https://openalex.org/W2920469871","https://openalex.org/W2920827296","https://openalex.org/W2935849356","https://openalex.org/W2944309180","https://openalex.org/W2961130995","https://openalex.org/W2963125010","https://openalex.org/W2963146412","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2963918968","https://openalex.org/W2964068654","https://openalex.org/W2964081807","https://openalex.org/W2965351431","https://openalex.org/W2965658867","https://openalex.org/W2972039892","https://openalex.org/W2976991873","https://openalex.org/W2982430624","https://openalex.org/W2989752948","https://openalex.org/W3006565055","https://openalex.org/W3012476481","https://openalex.org/W3015908164","https://openalex.org/W3022710535","https://openalex.org/W3032444454","https://openalex.org/W3046819258","https://openalex.org/W3106412272","https://openalex.org/W4252723599","https://openalex.org/W4293455017","https://openalex.org/W6631943919","https://openalex.org/W6637373629","https://openalex.org/W6680949076","https://openalex.org/W6682751323","https://openalex.org/W6684191040","https://openalex.org/W6695314431","https://openalex.org/W6751923770","https://openalex.org/W6753767121","https://openalex.org/W6770669364","https://openalex.org/W6778764933"],"related_works":["https://openalex.org/W2069592018","https://openalex.org/W2075740387","https://openalex.org/W4375867731","https://openalex.org/W2358990940","https://openalex.org/W2093931120","https://openalex.org/W2329812990","https://openalex.org/W2349116365","https://openalex.org/W3021708704","https://openalex.org/W2611989081","https://openalex.org/W2795259429"],"abstract_inverted_index":{"Deep":[0],"learning":[1,49],"(DL)":[2],"has":[3,36,60],"emerged":[4],"as":[5,88],"a":[6,30,39,92],"powerful":[7],"image":[8,45,123,141,151,157],"processing":[9],"technique":[10],"that":[11,147],"learns":[12],"the":[13,16,71,74,78,85,118,132,138,149,155,159],"features":[14],"of":[15,33,58,80,120,134,140,162,173],"data":[17,106],"and":[18,56,68,73,113,166,178,183],"produces":[19],"state-of-the-art":[20],"prediction":[21],"results.":[22],"The":[23,170],"decade":[24],"from":[25,108],"2010":[26],"to":[27,38,76,89,116,130],"2020":[28],"is":[29,65,168],"real":[31],"revival":[32],"DL,":[34],"which":[35,136],"come":[37],"turning":[40],"point":[41],"in":[42,148,180],"history.":[43],"In":[44,100],"classification,":[46],"many":[47],"deep":[48],"networks":[50,175],"have":[51],"been":[52],"proposed":[53],"by":[54,95,154],"scholars,":[55],"each":[57],"them":[59,91],"its":[61],"own":[62],"strengthness.":[63],"It":[64],"very":[66],"important":[67],"efficient":[69],"for":[70,84],"researchers":[72],"developers":[75],"know":[77],"performance":[79,119,161],"these":[81,174],"networks,":[82],"especially":[83],"beginners,":[86],"so":[87],"give":[90],"transplant":[93],"instruction":[94],"an":[96],"objective":[97],"evaluation":[98],"index.":[99],"this":[101],"paper,":[102],"we":[103],"constructed":[104],"different":[105],"sets":[107],"three":[109,156],"aspects,":[110],"texture,":[111],"shape,":[112],"measurement":[114],"scale":[115],"test":[117],"nine":[121],"mainstream":[122],"classification":[124,142,160],"networks.":[125,143],"Cross-contrast":[126],"experiments":[127],"were":[128],"performed":[129],"analyze":[131],"sensitivity":[133],"factors":[135],"influence":[137],"stability":[139],"Experimental":[144],"results":[145],"shown":[146],"27":[150],"datasets":[152],"generated":[153],"factors,":[158],"AlexNet,":[163],"GoogleNet,":[164],"VggNet,":[165],"DenseNet":[167],"better.":[169],"perfomance":[171],"comparison":[172],"are":[176,186],"showed":[177],"discussed":[179],"details.":[181],"Code":[182],"pretrained":[184],"models":[185],"available":[187],"at":[188],"https://github.com/liqiang12689/image-classification-finall.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}