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diff --git a/site/content/pages/research/munich_security_conference/index.md b/site/content/pages/research/munich_security_conference/index.md index 79bed8ec..aba39b1c 100644 --- a/site/content/pages/research/munich_security_conference/index.md +++ b/site/content/pages/research/munich_security_conference/index.md @@ -3,7 +3,7 @@ status: published title: MSC slug: munich-security-conference -desc: Analyzing the Transnational Flow of Facial Recognition Data +desc: Analyzing the Transnational Flow of Facial Recognition Training Data subdesc: Where does face data originate and who's using it? cssclass: dataset image: assets/background.jpg @@ -13,39 +13,126 @@ authors: Adam Harvey ------------ -## 5,000 Embassy Flickr Photos Were used to Train Face Recognition +## Analysis for the Munich Security Conference Transnational Security Report ### sidebar -+ Test: ok -+ Foo: bar ++ Images Analyzed: 24,302,637 ++ Datasets Analyzed: 30 ++ Years: 2006 - 2018 ++ Status: Ongoing Investigation ++ Last Updated: June 27, 2019 ### end sidebar -[page under devlopment] -Intro paragraph. +Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum." -[ add montage of extracted faces here] +Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum." + + +=== columns 2 ``` -single_pie_chart /site/research/munich_security_conference/assets/country_counts.csv -Caption: Embassy images found in datasets, by country -Top: 4 -OtherLabel: Other Countries +single_pie_chart /site/research/munich_security_conference/assets/megapixels_origins_top.csv +Caption: Sources of Publicly Available Face Training Data 2006 - 2018 +Top: 10 +OtherLabel: Other ``` - +=== + +``` +single_pie_chart /site/research/munich_security_conference/assets/summary_countries.csv +Caption: Locations Where Face Data Is Used +Top: 14 +OtherLabel: Other +``` + +=== end columns - === columns 2 - +#### Sources of Face Data + +Add text + +| Source | Images | +| --- | --- | +|Search Engines | 30,127,200 | +|Flickr.com | 11,783,888 | +|IMDb.com | 5,251,410 | +|CCTV | 959,312 | +|Wikimedia.org | 183,500 | +|Mugshots | 113,268 | +|Other Sources Combined | 37,044 | +|YouTube.com | 31,888 | + +=== + +#### Locations Where Face Data Is Used + +Add text + +|country | citations| +| --- | --- | +|China | 327| +|United States | 302| +|United Kingdom | 187| +|Australia | 38| +|Germany | 35| +|Singapore | 27| +|Canada | 25| +|Netherlands | 25| +|Italy | 22| +|France | 17| +|India | 14| +|South Korea | 12| +|Spain | 10| +|Switzerland | 9| + +=== end columns + + + +## Over 6,000 Embassy Images on Flickr Found in Face Recognition Datasets + +Including over 2,000 more for racial analysis + + + + + +=== columns 2 + + + +==== + + + + +=== end columns + + +=== columns 2 + +``` +single_pie_chart /site/research/munich_security_conference/assets/megapixels_origins_top.csv +Caption: Sources of Face Training Data +Top: 5 +OtherLabel: Other Countries +``` =========== - +``` +single_pie_chart /site/research/munich_security_conference/assets/embassy_counts_summary_dataset.csv +Caption: Dataset sources +Top: 4 +OtherLabel: Other +``` === end columns |