{"id":5242,"date":"2023-02-20T19:17:41","date_gmt":"2023-02-20T10:17:41","guid":{"rendered":"https:\/\/open.datumo.com\/en\/?page_id=5242"},"modified":"2024-09-12T11:48:52","modified_gmt":"2024-09-12T02:48:52","slug":"about-datumo-open-datasets","status":"publish","type":"page","link":"https:\/\/open.datumo.com\/en\/?page_id=5242","title":{"rendered":"About"},"content":{"rendered":"\t\t
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Open <\/span><\/span> Datasets <\/span><\/span> <\/h1><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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for <\/span><\/span> Data-Centric <\/span><\/span> AI <\/span><\/span> <\/h1><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The <\/span><\/span> Data <\/span><\/span> for <\/span><\/span> Smarter <\/span><\/span> AI <\/span><\/span> <\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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AI TRAINING DATA SPONSORSHIP PROGRAM<\/span><\/span><\/h6><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Datumo <\/span><\/span> would <\/span><\/span> like <\/span><\/span> to <\/span><\/span> support <\/span><\/span> the <\/span><\/span> AI <\/span><\/span> industry <\/span><\/span> by <\/span><\/span> sharing. <\/span><\/span> <\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Datumo has been running its own \u201cAI Training Data Grant Program\u201d to contribute to the development of the AI industry. Fellow businesses and research labs have applied for the project and have built datasets without charge. Datumo would like to release \"OPEN DATASETS\" <\/strong>to provide quality data for anyone who would like to build smarter AI.<\/span><\/p><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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WHAT IS OPEN DATASETS<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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DATA <\/span><\/span> is <\/span><\/span> Food <\/span><\/span> for <\/span><\/span> AI <\/span><\/span> <\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\u201c80% <\/span><\/span> of <\/span><\/span> data <\/span><\/span> science <\/span><\/span> is <\/span><\/span> data <\/span><\/span> cleaning. <\/span><\/span> If <\/span><\/span> 80% <\/span><\/span> of <\/span><\/span> work <\/span><\/span> is\npreparing <\/span><\/span> high-quality <\/span><\/span> data, <\/span><\/span> then <\/span><\/span> preparing <\/span><\/span> data <\/span><\/span> is <\/span><\/span> the <\/span><\/span> core\npart <\/span><\/span> of <\/span><\/span> machine <\/span><\/span> learning.\u201d <\/span><\/span> <\/h4><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Andrew <\/span><\/span> Ng <\/span><\/span> _ <\/span><\/span> Founder <\/span><\/span> & <\/span><\/span> CEO <\/span><\/span> of <\/span><\/span> Laning.AI <\/span><\/span> <\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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80% <\/span><\/span> PREP <\/span><\/span> <\/h4><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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20% <\/span><\/span> ACTION <\/span><\/span> <\/h4><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Source and prepare high quality ingredients<\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Source and prepare high quality data<\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Cook a meal<\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Train a model<\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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YOUTUBE_A Chat with Andrew on MLOps: From Model-centric to Data-centric AI<\/h5><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Quality <\/span><\/span> of <\/span><\/span> data <\/span><\/span> defines <\/span><\/span> the <\/span><\/span> quality <\/span><\/span> of <\/span><\/span> AI <\/span><\/span> <\/h5><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\tLearn more about<\/span> <\/i><\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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AlphaGO <\/span><\/span> was <\/span><\/span> trained <\/span><\/span> using <\/span><\/span> data <\/span><\/span> from <\/span><\/span> 30 <\/span><\/span> million <\/span><\/span> moves <\/span><\/span> played <\/span><\/span> from\n160,000 <\/span><\/span> games <\/span><\/span> in <\/span><\/span> KGS <\/span><\/span> GO <\/span><\/span> Server <\/span><\/span> by <\/span><\/span> high <\/span><\/span> ranked <\/span><\/span> players. <\/span><\/span> <\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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In <\/span><\/span> order <\/span><\/span> to <\/span><\/span> build <\/span><\/span> an <\/span><\/span> AI <\/span><\/span> model <\/span><\/span> that <\/span><\/span> recognizes <\/span><\/span> age <\/span><\/span> and <\/span><\/span> gender <\/span><\/span> through\nfacial <\/span><\/span> analysis, <\/span><\/span> a <\/span><\/span> number <\/span><\/span> of <\/span><\/span> facial <\/span><\/span> image <\/span><\/span> data <\/span><\/span> are <\/span><\/span> required. <\/span><\/span> <\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Data <\/span><\/span> is <\/span><\/span> the <\/span><\/span> core <\/span><\/span> part <\/span><\/span> of <\/span><\/span> AI <\/span><\/span> <\/h4><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Data <\/span><\/span> customized <\/span><\/span> for <\/span><\/span> your <\/span><\/span> AI <\/span><\/span> <\/h4><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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For <\/span><\/span> a <\/span><\/span> voice-recognizing <\/span><\/span> AI <\/span><\/span> speaker, <\/span><\/span> voice <\/span><\/span> data <\/span><\/span> from <\/span><\/span> a <\/span><\/span> wide <\/span><\/span> range <\/span><\/span> of\nage, <\/span><\/span> gender, <\/span><\/span> and <\/span><\/span> dialects <\/span><\/span> are <\/span><\/span> required. <\/span><\/span> <\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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This <\/span><\/span> collection <\/span><\/span> of <\/span><\/span> appropriate <\/span><\/span> data <\/span><\/span> for <\/span><\/span> AI <\/span><\/span> training <\/span><\/span> is <\/span><\/span> called <\/span><\/span> Dataset.\nAs <\/span><\/span> such, <\/span><\/span> the <\/span><\/span> most <\/span><\/span> important <\/span><\/span> feature <\/span><\/span> in <\/span><\/span> building <\/span><\/span> an <\/span><\/span> AI <\/span><\/span> model <\/span><\/span> is <\/span><\/span> \u201cdata\u201d. <\/span><\/span> <\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Datasets <\/span><\/span> bring <\/span><\/span> life <\/span><\/span> to <\/span><\/span> AI <\/span><\/span> <\/h4><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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WHO WE ARE<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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The <\/span><\/span> Data <\/span><\/span> for <\/span><\/span> Smarter <\/span><\/span> AI <\/span><\/span> <\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Founded in Nov. 2018<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Processed Data<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/span>0<\/span>M+<\/span><\/h1><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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2024.04<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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Clients<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/span>0<\/span>+<\/span><\/h1><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Crowd Workers<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/span>0<\/span>K+<\/span><\/h1><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\"\"<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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As <\/span><\/span> the <\/span><\/span> leading <\/span><\/span> data <\/span><\/span> platform <\/span><\/span> for <\/span><\/span> AI <\/span><\/span> training, <\/span><\/span> DATUMO <\/span><\/span> swiftly <\/span><\/span> and\naccurately <\/span><\/span> provides <\/span><\/span> proper <\/span><\/span> training <\/span><\/span> datasets <\/span><\/span> using <\/span><\/span> Cashmission, <\/span><\/span> the\nmobile\/web <\/span><\/span> crowd-sourcing <\/span><\/span> platform <\/span><\/span> with <\/span><\/span> more <\/span><\/span> than <\/span><\/span> 150,000 <\/span><\/span> workers. <\/span><\/span> <\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\tLearn more about<\/span> <\/i><\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Since <\/span><\/span> the <\/span><\/span> foundation <\/span><\/span> in <\/span><\/span> 2018, <\/span><\/span> DATUMO <\/span><\/span> has <\/span><\/span> become <\/span><\/span> one <\/span><\/span> of <\/span><\/span> the <\/span><\/span> fastest\ngrowing <\/span><\/span> startups <\/span><\/span> in <\/span><\/span> Korea. <\/span><\/span> We <\/span><\/span> have <\/span><\/span> cooperated <\/span><\/span> with <\/span><\/span> about <\/span><\/span> 200\ncompanies, <\/span><\/span> which <\/span><\/span> some <\/span><\/span> of <\/span><\/span> them <\/span><\/span> include <\/span><\/span> industry-leading <\/span><\/span> companies <\/span><\/span> such\nas <\/span><\/span> Samsung, <\/span><\/span> LG, <\/span><\/span> Kakao, <\/span><\/span> and <\/span><\/span> more. <\/span><\/span> Annual <\/span><\/span> sales <\/span><\/span> in <\/span><\/span> 2020 <\/span><\/span> have <\/span><\/span> reached\n5.3M <\/span><\/span> USD <\/span><\/span> (61B <\/span><\/span> KRW) <\/span><\/span> and <\/span><\/span> 3.9M <\/span><\/span> USD <\/span><\/span> (44B <\/span><\/span> KRW) <\/span><\/span> of <\/span><\/span> cumulative <\/span><\/span> investments\nhave <\/span><\/span> been <\/span><\/span> raised. <\/span><\/span> Recently, <\/span><\/span> the <\/span><\/span> founding <\/span><\/span> members <\/span><\/span> have <\/span><\/span> been <\/span><\/span> nominated\nas <\/span><\/span> Forbes <\/span><\/span> 30 <\/span><\/span> Under <\/span><\/span> 30 <\/span><\/span> Asia <\/span><\/span> 2021. <\/span><\/span> <\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Data-centric <\/span><\/span> AI,\nWith <\/span><\/span> Datumo <\/span><\/span> <\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Data quality is Datumo\u2019s forte. Based on mathematical algorithms developed by researchers from KAIST*, Datumo provides accurate total data inspection. The User Guidance team is responsible for maintaining consistency in data quality, which leads to the quality of AI performance. Data diversity is also monitored by our similar-data filtering system based on deep learning.<\/span><\/p><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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*: KAIST (Korea Advanced Institute of Science and Technology) is one of the most prestigious research institutes in Korea.\u00a0Data diversity is also monitored by our similar-data filtering system based on deep learning.<\/span><\/p><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"Open Datasets for Data-Centric AI The Data for Smarter AI AI TRAINING DATA SPONSORSHIP PROGRAM Datumo would like to support the AI industry by sharing. Datumo has been running its own \u201cAI Training Data Grant Program\u201d to contribute to the…","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-5242","page","type-page","status-publish","hentry"],"yoast_head":"\nAbout - Datumo Open Datasets for Data-Centric AI<\/title>\n<meta name=\"description\" content=\"Datumo has been running its own \u201cAI Training Data Grant Program\u201d to contribute to the development of the AI industry. Fellow businesses and research labs have applied for the project and have built datasets without charge. Datumo would like to release "OPEN DATASETS" to provide quality data for anyone who would like to build smarter AI.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/open.datumo.com\/en\/?page_id=5242\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"About - Datumo Open Datasets for Data-Centric AI\" \/>\n<meta property=\"og:description\" content=\"Datumo has been running its own \u201cAI Training Data Grant Program\u201d to contribute to the development of the AI industry. Fellow businesses and research labs have applied for the project and have built datasets without charge. 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