From 3b10acc73247ec703ed47f0423e7d255a91f074e Mon Sep 17 00:00:00 2001 From: Jules Laplace Date: Sun, 16 Dec 2018 00:11:20 +0100 Subject: tabulator --- site/public/about/credits/index.html | 2 +- site/public/about/disclaimer/index.html | 2 +- site/public/about/index.html | 2 +- site/public/about/press/index.html | 2 +- site/public/about/privacy/index.html | 2 +- site/public/about/style/index.html | 2 +- site/public/about/terms/index.html | 2 +- site/public/datasets/lfw/index.html | 6 +++--- site/public/datasets/vgg_face2/index.html | 4 ++-- site/public/index.html | 2 +- site/public/research/00_introduction/index.html | 2 +- site/public/research/01_from_1_to_100_pixels/index.html | 2 +- site/public/research/index.html | 2 +- 13 files changed, 16 insertions(+), 16 deletions(-) (limited to 'site/public') diff --git a/site/public/about/credits/index.html b/site/public/about/credits/index.html index 1b1f4d54..67e9dcb8 100644 --- a/site/public/about/credits/index.html +++ b/site/public/about/credits/index.html @@ -8,6 +8,7 @@ + @@ -19,7 +20,6 @@ The Darkside of Datasets
- Face Search Datasets Research About diff --git a/site/public/about/disclaimer/index.html b/site/public/about/disclaimer/index.html index dfd136b6..d1252d94 100644 --- a/site/public/about/disclaimer/index.html +++ b/site/public/about/disclaimer/index.html @@ -8,6 +8,7 @@ + @@ -19,7 +20,6 @@ The Darkside of Datasets
- Face Search Datasets Research About diff --git a/site/public/about/index.html b/site/public/about/index.html index 1b1f4d54..67e9dcb8 100644 --- a/site/public/about/index.html +++ b/site/public/about/index.html @@ -8,6 +8,7 @@ + @@ -19,7 +20,6 @@ The Darkside of Datasets
- Face Search Datasets Research About diff --git a/site/public/about/press/index.html b/site/public/about/press/index.html index dca2aa3c..56fa792e 100644 --- a/site/public/about/press/index.html +++ b/site/public/about/press/index.html @@ -8,6 +8,7 @@ + @@ -19,7 +20,6 @@ The Darkside of Datasets
- Face Search Datasets Research About diff --git a/site/public/about/privacy/index.html b/site/public/about/privacy/index.html index 86b645d5..969f2a87 100644 --- a/site/public/about/privacy/index.html +++ b/site/public/about/privacy/index.html @@ -8,6 +8,7 @@ + @@ -19,7 +20,6 @@ The Darkside of Datasets
- Face Search Datasets Research About diff --git a/site/public/about/style/index.html b/site/public/about/style/index.html index ed61c270..d3784b31 100644 --- a/site/public/about/style/index.html +++ b/site/public/about/style/index.html @@ -8,6 +8,7 @@ + @@ -19,7 +20,6 @@ The Darkside of Datasets
- Face Search Datasets Research About diff --git a/site/public/about/terms/index.html b/site/public/about/terms/index.html index dd095b64..8a1ef49d 100644 --- a/site/public/about/terms/index.html +++ b/site/public/about/terms/index.html @@ -8,6 +8,7 @@ + @@ -19,7 +20,6 @@ The Darkside of Datasets
- Face Search Datasets Research About diff --git a/site/public/datasets/lfw/index.html b/site/public/datasets/lfw/index.html index e75e79cf..b375247b 100644 --- a/site/public/datasets/lfw/index.html +++ b/site/public/datasets/lfw/index.html @@ -8,6 +8,7 @@ + @@ -19,7 +20,6 @@ The Darkside of Datasets
- Face Search Datasets Research About @@ -29,7 +29,7 @@

Labeled Faces in the Wild

Created
2007
Images
13,233
People
5,749
Created From
Yahoo News images
Search available
Searchable

Labeled Faces in The Wild (LFW) is amongst the most widely used facial recognition training datasets in the world and is the first of its kind to be created entirely from images posted online. The LFW dataset includes 13,233 images of 5,749 people that were collected between 2002-2004. Use the tools below to check if you were included in this dataset or scroll down to read the analysis.

-
Eighteen of the 5,749 people in the Labeled Faces in the Wild Dataset. The most widely used face dataset for benchmarking commercial face recognition algorithms.
Eighteen of the 5,749 people in the Labeled Faces in the Wild Dataset. The most widely used face dataset for benchmarking commercial face recognition algorithms.

Intro

+
Eighteen of the 5,749 people in the Labeled Faces in the Wild Dataset. The most widely used face dataset for benchmarking commercial face recognition algorithms.
Eighteen of the 5,749 people in the Labeled Faces in the Wild Dataset. The most widely used face dataset for benchmarking commercial face recognition algorithms.

Intro

Three paragraphs describing the LFW dataset in a format that can be easily replicated for the other datasets. Nothing too custom. An analysis of the initial research papers with context relative to all the other dataset papers.

all 5,749 people in the LFW Dataset sorted from most to least images collected.
all 5,749 people in the LFW Dataset sorted from most to least images collected.

LFW by the Numbers

    @@ -66,7 +66,7 @@

    According to BiometricUpdate.com [^lfw_pingan], LFW is "the most widely used evaluation set in the field of facial recognition, LFW attracts a few dozen teams from around the globe including Google, Facebook, Microsoft Research Asia, Baidu, Tencent, SenseTime, Face++ and Chinese University of Hong Kong."

    According to researchers at the Baidu Research – Institute of Deep Learning "LFW has been the most popular evaluation benchmark for face recognition, and played a very important role in facilitating the face recognition society to improve algorithm. [^lfw_baidu]."

    In addition to commercial use as an evaluation tool, alll of the faces in LFW dataset are prepackaged into a popular machine learning code framework called scikit-learn.

    -
    load file: lfw_commercial_use.csv
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    load file: assets/lfw_commercial_use.csv
 name_display,company_url,example_url,country,description
 
    
 
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       The Darkside of Datasets
    
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    VGG Faces2
    
 
    Created
    2018
    Images
    3.3M
    People
    9,000
    Created From
    Scraping search engines
    Search available
    [Searchable](#)
    VGG Face2 is the updated version of the VGG Face dataset and now includes over 3.3M face images from over 9K people. The identities were selected by taking the top 500K identities in Google's Knowledge Graph of celebrities and then selecting only the names that yielded enough training images. The dataset was created in the UK but funded by Office of Director of National Intelligence in the United States.
    
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    VGG Face2 by the Numbers
    
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    VGG Face2 by the Numbers
    
 
      
 
    • 1,331 actresses, 139 presidents
      • 
 
    • 3 husbands and 16 wives
      • 
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