Merge branch 'master' of github.com:adamhrv/megapixels_dev

38 files changed, 41 insertions, 4 deletions

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diff --git a/site/content/pages/datasets/duke_mtmc/assets/background.jpg b/site/content/pages/datasets/duke_mtmc/assets/background.jpg
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diff --git a/site/content/pages/datasets/facebook/index.md b/site/content/pages/datasets/facebook/index.md
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@@ -0,0 +1,32 @@
+------------
+
+status: published
+title: Facebook
+desc: TBD
+subdesc: TBD
+image: assets/background.jpg
+caption: TBD
+slug: facebook
+published: 2019-2-23
+updated: 2019-2-23
+color: #aaaaff
+authors: Adam Harvey
+
+------------
+
+### Statistics
+
++ Years: 2002-2004
++ Images: 13,233
++ Identities: 5,749
++ Origin: Yahoo News Images
++ Funding: (Possibly, partially CIA)
+
+----
+
+Ignore content below these lines
+
+---
+
+
+- Tool to create face datasets from Facebook <https://github.com/ankitaggarwal011/FaceGrab>
diff --git a/site/content/pages/datasets/helen/assets/background.jpg b/site/content/pages/datasets/helen/assets/background.jpg
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diff --git a/site/content/pages/datasets/hrt_transgender/assets/background.jpg b/site/content/pages/datasets/hrt_transgender/assets/background.jpg
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diff --git a/site/content/pages/datasets/pubfig/assets/background.jpg b/site/content/pages/datasets/pubfig/assets/background.jpg
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diff --git a/site/content/pages/datasets/ucf_selfie/assets/background.jpg b/site/content/pages/datasets/ucf_selfie/assets/background.jpg
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diff --git a/site/content/pages/datasets/ytmu/assets/index.jpg b/site/content/pages/datasets/ytmu/assets/index.jpg
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diff --git a/site/content/pages/research/00_introduction/index.md b/site/content/pages/research/00_introduction/index.md
index 1b784768..6fec7ab5 100644
--- a/site/content/pages/research/00_introduction/index.md
+++ b/site/content/pages/research/00_introduction/index.md
@@ -16,14 +16,17 @@ authors: Megapixels
 + Author: Adam Harvey
 
 
------
+Ever since the first computational facial recognition research project by the CIA in the early 1960s, data has always played a vital role in the development of our biometric future. Without facial recognition datasets there would be no facial recognition. Datasets are an indispensable part of any artificial intelligence system because, as Geoffrey Hinton points out: 
+> Our relationship to computers has changed. Instead of programming them, we now show them and they figure it out. - [Geoffrey Hinton](https://www.youtube.com/watch?v=-eyhCTvrEtE)
 
-Ignore content below these lines
+Algorithms learn from datasets. And we program algorithms by building datasets. But datasets aren't like code. There's no programming language made of data except for the data itself. 
 
 -----
 
-Ever since the first computational facial recognition research project by the CIA in the early 1960s, data has always played a vital role in the development of our biometric future. Without facial recognition datasets there would be no facial recognition. Datasets are an indispensable part of any artificial intelligence system because, as Geoffrey Hinton points out, "we no longer program computers with code, we program them with data".


+Ignore content below these lines
 
+-----
+

 
 It was the early 2000s. Face recognition was new and no one seemed sure exactly how well it was going to perform in practice. In theory, face recognition was poised to be a game changer, a force multiplier,  a strategic military advantage, a way to make cities safer and to secure borders. This was the future John Ashcroft demanded with the Total Information Awareness act of the 2003 and that spooks had dreamed of for decades. It was a future that academics at Carnegie Mellon Universtiy and Colorado State University would help build. It was also a future that celebrities would play a significant role in building. And to the surprise of ordinary Internet users like myself and perhaps you, it was a future that millions of Internet users would unwittingly play role in creating. 
 
diff --git a/site/content/pages/research/01_from_1_to_100_pixels/index.md b/site/content/pages/research/01_from_1_to_100_pixels/index.md
index 0123fffe..29204168 100644
--- a/site/content/pages/research/01_from_1_to_100_pixels/index.md
+++ b/site/content/pages/research/01_from_1_to_100_pixels/index.md
@@ -45,4 +45,6 @@ Find specific cases of facial resolution being used in legal cases, forensic inv
 - NIST report on sres states several resolutions
 - "Results show that the tested face recognition systems yielded similar performance for query sets with eye-to-eye distance from 60 pixels to 30 pixels" [^nist_sres]
 
-[^nist_sres]: NIST 906932. Performance Assessment of Face Recognition Using Super-Resolution. Shuowen Hu, Robert Maschal, S. Susan Young, Tsai Hong Hong, Jonathon P. Phillips
\ No newline at end of file
+[^nist_sres]: NIST 906932. Performance Assessment of Face Recognition Using Super-Resolution. Shuowen Hu, Robert Maschal, S. Susan Young, Tsai Hong Hong, Jonathon P. Phillips
+
+- "Note that we only keep the images with a minimal side length of 80 pixels." and "a face will be labeled as “Ignore” if it is very difficult to be detected due to blurring, severe deformation and unrecognizable eyes, or the side length of its bounding box is less than 32 pixels." Ge_Detecting_Masked_Faces_CVPR_2017_paper.pdf 
\ No newline at end of file