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-rw-r--r--site/public/research/00_introduction/index.html30
-rw-r--r--site/public/research/01_from_1_to_100_pixels/index.html25
-rw-r--r--site/public/research/02_what_computers_can_see/index.html21
-rw-r--r--site/public/research/index.html21
4 files changed, 93 insertions, 4 deletions
diff --git a/site/public/research/00_introduction/index.html b/site/public/research/00_introduction/index.html
index 6e9597e5..92e51673 100644
--- a/site/public/research/00_introduction/index.html
+++ b/site/public/research/00_introduction/index.html
@@ -1,7 +1,7 @@
<!doctype html>
<html>
<head>
- <title>MegaPixels</title>
+ <title>MegaPixels: 00: Introduction</title>
<meta charset="utf-8" />
<meta name="author" content="Megapixels" />
<meta name="description" content="Introduction to Megapixels" />
@@ -14,6 +14,25 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no"/>
<meta name="apple-mobile-web-app-status-bar-style" content="black">
<meta name="apple-mobile-web-app-capable" content="yes">
+
+ <link rel="apple-touch-icon" sizes="57x57" href="/assets/img/favicon/apple-icon-57x57.png">
+ <link rel="apple-touch-icon" sizes="60x60" href="/assets/img/favicon/apple-icon-60x60.png">
+ <link rel="apple-touch-icon" sizes="72x72" href="/assets/img/favicon/apple-icon-72x72.png">
+ <link rel="apple-touch-icon" sizes="76x76" href="/assets/img/favicon/apple-icon-76x76.png">
+ <link rel="apple-touch-icon" sizes="114x114" href="/assets/img/favicon/apple-icon-114x114.png">
+ <link rel="apple-touch-icon" sizes="120x120" href="/assets/img/favicon/apple-icon-120x120.png">
+ <link rel="apple-touch-icon" sizes="144x144" href="/assets/img/favicon/apple-icon-144x144.png">
+ <link rel="apple-touch-icon" sizes="152x152" href="/assets/img/favicon/apple-icon-152x152.png">
+ <link rel="apple-touch-icon" sizes="180x180" href="/assets/img/favicon/apple-icon-180x180.png">
+ <link rel="icon" type="image/png" sizes="192x192" href="/assets/img/favicon/android-icon-192x192.png">
+ <link rel="icon" type="image/png" sizes="32x32" href="/assets/img/favicon/favicon-32x32.png">
+ <link rel="icon" type="image/png" sizes="96x96" href="/assets/img/favicon/favicon-96x96.png">
+ <link rel="icon" type="image/png" sizes="16x16" href="/assets/img/favicon/favicon-16x16.png">
+ <link rel="manifest" href="/assets/img/favicon/manifest.json">
+ <meta name="msapplication-TileColor" content="#ffffff">
+ <meta name="msapplication-TileImage" content="/ms-icon-144x144.png">
+ <meta name="theme-color" content="#ffffff">
+
<link rel='stylesheet' href='/assets/css/fonts.css' />
<link rel='stylesheet' href='/assets/css/css.css' />
<link rel='stylesheet' href='/assets/css/leaflet.css' />
@@ -57,6 +76,15 @@
<p>There is only biased feature vector clustering and probabilistic thresholding.</p>
<h2>If you don't have data, you don't have a product.</h2>
<p>Yesterday's <a href="https://www.reuters.com/article/us-microsoft-ai/microsoft-turned-down-facial-recognition-sales-on-human-rights-concerns-idUSKCN1RS2FV">decision</a> by Brad Smith, CEO of Microsoft, to not sell facial recognition to a US law enforcement agency is not an about face by Microsoft to become more humane, it's simply a perfect illustration of the value of training data. Without data, you don't have a product to sell. Microsoft realized that doesn't have enough training data to sell</p>
+<h2>Cost of Faces</h2>
+<p>Univ Houston paid subjects $20/ea
+<a href="http://web.archive.org/web/20170925053724/http://cbl.uh.edu/index.php/pages/research/collecting_facial_images_from_multiples_in_texas">http://web.archive.org/web/20170925053724/http://cbl.uh.edu/index.php/pages/research/collecting_facial_images_from_multiples_in_texas</a></p>
+<p>FaceMeta facedataset.com</p>
+<ul>
+<li>BASIC: 15,000 images for $6,000 USD</li>
+<li>RECOMMENDED: 50,000 images for $12,000 USD</li>
+<li>ADVANCED: 100,000 images for $18,000 USD*</li>
+</ul>
<h2>Use Your Own Biometrics First</h2>
<p>If researchers want faces, they should take selfies and create their own dataset. If researchers want images of families to build surveillance software, they should use and distibute their own family portraits.</p>
<h3>Motivation</h3>
diff --git a/site/public/research/01_from_1_to_100_pixels/index.html b/site/public/research/01_from_1_to_100_pixels/index.html
index 0cb36584..717f29fd 100644
--- a/site/public/research/01_from_1_to_100_pixels/index.html
+++ b/site/public/research/01_from_1_to_100_pixels/index.html
@@ -1,7 +1,7 @@
<!doctype html>
<html>
<head>
- <title>MegaPixels</title>
+ <title>MegaPixels: From 1 to 100 Pixels</title>
<meta charset="utf-8" />
<meta name="author" content="Adam Harvey" />
<meta name="description" content="High resolution insights from low resolution imagery" />
@@ -14,6 +14,25 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no"/>
<meta name="apple-mobile-web-app-status-bar-style" content="black">
<meta name="apple-mobile-web-app-capable" content="yes">
+
+ <link rel="apple-touch-icon" sizes="57x57" href="/assets/img/favicon/apple-icon-57x57.png">
+ <link rel="apple-touch-icon" sizes="60x60" href="/assets/img/favicon/apple-icon-60x60.png">
+ <link rel="apple-touch-icon" sizes="72x72" href="/assets/img/favicon/apple-icon-72x72.png">
+ <link rel="apple-touch-icon" sizes="76x76" href="/assets/img/favicon/apple-icon-76x76.png">
+ <link rel="apple-touch-icon" sizes="114x114" href="/assets/img/favicon/apple-icon-114x114.png">
+ <link rel="apple-touch-icon" sizes="120x120" href="/assets/img/favicon/apple-icon-120x120.png">
+ <link rel="apple-touch-icon" sizes="144x144" href="/assets/img/favicon/apple-icon-144x144.png">
+ <link rel="apple-touch-icon" sizes="152x152" href="/assets/img/favicon/apple-icon-152x152.png">
+ <link rel="apple-touch-icon" sizes="180x180" href="/assets/img/favicon/apple-icon-180x180.png">
+ <link rel="icon" type="image/png" sizes="192x192" href="/assets/img/favicon/android-icon-192x192.png">
+ <link rel="icon" type="image/png" sizes="32x32" href="/assets/img/favicon/favicon-32x32.png">
+ <link rel="icon" type="image/png" sizes="96x96" href="/assets/img/favicon/favicon-96x96.png">
+ <link rel="icon" type="image/png" sizes="16x16" href="/assets/img/favicon/favicon-16x16.png">
+ <link rel="manifest" href="/assets/img/favicon/manifest.json">
+ <meta name="msapplication-TileColor" content="#ffffff">
+ <meta name="msapplication-TileImage" content="/ms-icon-144x144.png">
+ <meta name="theme-color" content="#ffffff">
+
<link rel='stylesheet' href='/assets/css/fonts.css' />
<link rel='stylesheet' href='/assets/css/css.css' />
<link rel='stylesheet' href='/assets/css/leaflet.css' />
@@ -73,6 +92,10 @@
<li>100x100 all you need for medical diagnosis</li>
<li>100x100 0.5% of one Instagram photo</li>
</ul>
+<p>Notes:</p>
+<ul>
+<li>Google FaceNet used images with (face?) sizes: Input sizes range from 96x96 pixels to 224x224pixels in our experiments. FaceNet: A Unified Embedding for Face Recognition and Clustering <a href="https://arxiv.org/pdf/1503.03832.pdf">https://arxiv.org/pdf/1503.03832.pdf</a></li>
+</ul>
<p>Ideas:</p>
<ul>
<li>Find specific cases of facial resolution being used in legal cases, forensic investigations, or military footage</li>
diff --git a/site/public/research/02_what_computers_can_see/index.html b/site/public/research/02_what_computers_can_see/index.html
index 3ed75233..9d4f124c 100644
--- a/site/public/research/02_what_computers_can_see/index.html
+++ b/site/public/research/02_what_computers_can_see/index.html
@@ -1,7 +1,7 @@
<!doctype html>
<html>
<head>
- <title>MegaPixels</title>
+ <title>MegaPixels: What Computers Can See</title>
<meta charset="utf-8" />
<meta name="author" content="Adam Harvey" />
<meta name="description" content="What Computers Can See" />
@@ -14,6 +14,25 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no"/>
<meta name="apple-mobile-web-app-status-bar-style" content="black">
<meta name="apple-mobile-web-app-capable" content="yes">
+
+ <link rel="apple-touch-icon" sizes="57x57" href="/assets/img/favicon/apple-icon-57x57.png">
+ <link rel="apple-touch-icon" sizes="60x60" href="/assets/img/favicon/apple-icon-60x60.png">
+ <link rel="apple-touch-icon" sizes="72x72" href="/assets/img/favicon/apple-icon-72x72.png">
+ <link rel="apple-touch-icon" sizes="76x76" href="/assets/img/favicon/apple-icon-76x76.png">
+ <link rel="apple-touch-icon" sizes="114x114" href="/assets/img/favicon/apple-icon-114x114.png">
+ <link rel="apple-touch-icon" sizes="120x120" href="/assets/img/favicon/apple-icon-120x120.png">
+ <link rel="apple-touch-icon" sizes="144x144" href="/assets/img/favicon/apple-icon-144x144.png">
+ <link rel="apple-touch-icon" sizes="152x152" href="/assets/img/favicon/apple-icon-152x152.png">
+ <link rel="apple-touch-icon" sizes="180x180" href="/assets/img/favicon/apple-icon-180x180.png">
+ <link rel="icon" type="image/png" sizes="192x192" href="/assets/img/favicon/android-icon-192x192.png">
+ <link rel="icon" type="image/png" sizes="32x32" href="/assets/img/favicon/favicon-32x32.png">
+ <link rel="icon" type="image/png" sizes="96x96" href="/assets/img/favicon/favicon-96x96.png">
+ <link rel="icon" type="image/png" sizes="16x16" href="/assets/img/favicon/favicon-16x16.png">
+ <link rel="manifest" href="/assets/img/favicon/manifest.json">
+ <meta name="msapplication-TileColor" content="#ffffff">
+ <meta name="msapplication-TileImage" content="/ms-icon-144x144.png">
+ <meta name="theme-color" content="#ffffff">
+
<link rel='stylesheet' href='/assets/css/fonts.css' />
<link rel='stylesheet' href='/assets/css/css.css' />
<link rel='stylesheet' href='/assets/css/leaflet.css' />
diff --git a/site/public/research/index.html b/site/public/research/index.html
index 0ceb321f..c69a74fe 100644
--- a/site/public/research/index.html
+++ b/site/public/research/index.html
@@ -1,7 +1,7 @@
<!doctype html>
<html>
<head>
- <title>MegaPixels</title>
+ <title>MegaPixels: Research</title>
<meta charset="utf-8" />
<meta name="author" content="Adam Harvey" />
<meta name="description" content="Research blog" />
@@ -14,6 +14,25 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no"/>
<meta name="apple-mobile-web-app-status-bar-style" content="black">
<meta name="apple-mobile-web-app-capable" content="yes">
+
+ <link rel="apple-touch-icon" sizes="57x57" href="/assets/img/favicon/apple-icon-57x57.png">
+ <link rel="apple-touch-icon" sizes="60x60" href="/assets/img/favicon/apple-icon-60x60.png">
+ <link rel="apple-touch-icon" sizes="72x72" href="/assets/img/favicon/apple-icon-72x72.png">
+ <link rel="apple-touch-icon" sizes="76x76" href="/assets/img/favicon/apple-icon-76x76.png">
+ <link rel="apple-touch-icon" sizes="114x114" href="/assets/img/favicon/apple-icon-114x114.png">
+ <link rel="apple-touch-icon" sizes="120x120" href="/assets/img/favicon/apple-icon-120x120.png">
+ <link rel="apple-touch-icon" sizes="144x144" href="/assets/img/favicon/apple-icon-144x144.png">
+ <link rel="apple-touch-icon" sizes="152x152" href="/assets/img/favicon/apple-icon-152x152.png">
+ <link rel="apple-touch-icon" sizes="180x180" href="/assets/img/favicon/apple-icon-180x180.png">
+ <link rel="icon" type="image/png" sizes="192x192" href="/assets/img/favicon/android-icon-192x192.png">
+ <link rel="icon" type="image/png" sizes="32x32" href="/assets/img/favicon/favicon-32x32.png">
+ <link rel="icon" type="image/png" sizes="96x96" href="/assets/img/favicon/favicon-96x96.png">
+ <link rel="icon" type="image/png" sizes="16x16" href="/assets/img/favicon/favicon-16x16.png">
+ <link rel="manifest" href="/assets/img/favicon/manifest.json">
+ <meta name="msapplication-TileColor" content="#ffffff">
+ <meta name="msapplication-TileImage" content="/ms-icon-144x144.png">
+ <meta name="theme-color" content="#ffffff">
+
<link rel='stylesheet' href='/assets/css/fonts.css' />
<link rel='stylesheet' href='/assets/css/css.css' />
<link rel='stylesheet' href='/assets/css/leaflet.css' />