{"id":"https://openalex.org/W4406265961","doi":"https://doi.org/10.1109/gcce62371.2024.10760586","title":"An Edge AI-Powered Defect Coffee Detector Using Streamlit Web App","display_name":"An Edge AI-Powered Defect Coffee Detector Using Streamlit Web App","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4406265961","doi":"https://doi.org/10.1109/gcce62371.2024.10760586"},"language":"en","primary_location":{"id":"doi:10.1109/gcce62371.2024.10760586","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce62371.2024.10760586","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 13th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5017251316","display_name":"Rauzatul Jannah","orcid":null},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rauzatul Jannah","raw_affiliation_strings":["Universitas Syiah Kuala,Master of Electrical Engineering,Department of Electrical and Computer Engineering,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Master of Electrical Engineering,Department of Electrical and Computer Engineering,Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115842027","display_name":"Akbar Maulana Putra","orcid":null},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Akbar Maulana Putra","raw_affiliation_strings":["Universitas Syiah Kuala,Master of Electrical Engineering,Department of Electrical and Computer Engineering,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Master of Electrical Engineering,Department of Electrical and Computer Engineering,Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089411412","display_name":"Kahlil Muchtar","orcid":"https://orcid.org/0000-0001-5740-1938"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kahlil Muchtar","raw_affiliation_strings":["Universitas Syiah Kuala,Master of Electrical Engineering,Department of Electrical and Computer Engineering,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Master of Electrical Engineering,Department of Electrical and Computer Engineering,Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053194267","display_name":"Safrizal Razali","orcid":"https://orcid.org/0009-0009-8068-4361"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Safrizal Razali","raw_affiliation_strings":["Universitas Syiah Kuala,Department of Electrical and Computer Engineering,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Department of Electrical and Computer Engineering,Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043885659","display_name":"Rika Sri Utami","orcid":null},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rika Sri Utami","raw_affiliation_strings":["Universitas Syiah Kuala,Department of Electrical and Computer Engineering,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Department of Electrical and Computer Engineering,Indonesia","institution_ids":["https://openalex.org/I187494767"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I187494767"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"785","last_page":"786"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9779000282287598,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9779000282287598,"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"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9060999751091003,"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/detector","display_name":"Detector","score":0.614477813243866},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5954105257987976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5504622459411621},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3086133599281311},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1164989173412323}],"concepts":[{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.614477813243866},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5954105257987976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5504622459411621},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3086133599281311},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1164989173412323}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce62371.2024.10760586","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce62371.2024.10760586","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 13th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2107371674","https://openalex.org/W2111575869"],"abstract_inverted_index":{"Coffee":[0],"is":[1,23,68],"one":[2],"of":[3,18,41],"the":[4,16,39],"most":[5],"popular":[6],"beverages":[7],"today,":[8],"necessitating":[9],"a":[10,43],"meticulous":[11],"sorting":[12,22],"process":[13],"to":[14,26,29],"ensure":[15],"quality":[17],"coffee":[19],"beans.":[20],"Manual":[21],"time-consuming,":[24],"prone":[25],"errors":[27],"due":[28],"fatigue,":[30],"and":[31,59],"results":[32],"in":[33],"inconsistent":[34],"quality.":[35],"This":[36],"paper":[37],"highlights":[38],"novelty":[40],"deploying":[42],"deep":[44],"learning":[45],"model":[46],"on":[47,57,63],"edge":[48],"devices":[49],"using":[50],"NVIDIA":[51],"Jetson":[52],"Orin":[53],"Nano,":[54],"with":[55,61],"training":[56],"ResNet":[58],"deployment":[60],"Streamlit":[62],"low-cost":[64],"hardware.":[65],"The":[66],"dataset":[67],"available":[69],"at":[70],"USK-Coffee":[71],"Dataset.":[72]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
