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Diffstat (limited to 'site/content/pages/datasets/lfw/index.md')
| -rw-r--r-- | site/content/pages/datasets/lfw/index.md | 12 |
1 files changed, 4 insertions, 8 deletions
diff --git a/site/content/pages/datasets/lfw/index.md b/site/content/pages/datasets/lfw/index.md index 04fe775c..1af263dc 100644 --- a/site/content/pages/datasets/lfw/index.md +++ b/site/content/pages/datasets/lfw/index.md @@ -3,7 +3,7 @@ status: published title: Labeled Faces in The Wild desc: <span style="color:#ff0000">Labeled Faces in The Wild (LFW)</span> is a database of face photographs designed for studying the problem of unconstrained face recognition. -subdesc: It includes 13,456 images of 4,432 people’s images copied from the Internet during 2002-2004. +subdesc: It includes 13,456 images of 4,432 people's images copied from the Internet during 2002-2004. image: assets/background.jpg caption: A few of the 5,749 people in the Labeled Faces in the Wild Dataset, thee most widely used face dataset for benchmarking face recognition algorithms. slug: lfw @@ -19,7 +19,7 @@ authors: Adam Harvey + Images: 13,233 + Identities: 5,749 + Origin: Yahoo! News Images -+ Funding: IARPA*, CIA* ++ Used by: Facebook, Google, Microsoft, Baidu, Tencent, SenseTime, Face++, CIA, NSA, IARPA + Website: <a href="http://vis-www.cs.umass.edu/lfw">vis-www.cs.umass.edu/lfw</a> - There are about 3 men for every 1 woman in the LFW dataset[^lfw_www] @@ -56,9 +56,7 @@ The *Names and Faces* dataset was the first face recognition dataset created ent {% include 'citations.html' %} -### Synthetic Faces - -To visualize the types of photos in the dataset without explicitly publishing individual's identities a generative adversarial network (GAN) was trained on the entire dataset. The images in this video show a neural network learning the visual latent space and then interpolating between archetypical identities within the LFW dataset. +{% include 'synthetic_faces_intro.html' %}   @@ -70,14 +68,12 @@ To visualize the types of photos in the dataset without explicitly publishing in Add a paragraph about how usage extends far beyond academia into research centers for largest companies in the world. And even funnels into CIA funded research in the US and defense industry usage in China. - ``` load_file assets/lfw_commercial_use.csv name_display, company_url, example_url, country, description ``` - -## Code +### Code The LFW dataset is so widely used that access to the facial data has built directly into a popular code library called Sci-Kit Learn. It includes a function called `fetch_lfw_people` to download the faces in the LFW dataset. |