From 70f79c37278d7c47bee29cdf091bde448aae9240 Mon Sep 17 00:00:00 2001 From: adamhrv Date: Tue, 19 Mar 2019 12:21:03 +0100 Subject: html gen --- site/public/datasets/brainwash/index.html | 43 +++++++++++++++++-------------- 1 file changed, 23 insertions(+), 20 deletions(-) (limited to 'site/public/datasets/brainwash') diff --git a/site/public/datasets/brainwash/index.html b/site/public/datasets/brainwash/index.html index ab002c78..e5baca7a 100644 --- a/site/public/datasets/brainwash/index.html +++ b/site/public/datasets/brainwash/index.html @@ -4,7 +4,7 @@ MegaPixels - + @@ -26,15 +26,29 @@
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Brainwash is a dataset of webcam images from the Brainwash Cafe in San Francisco
The Brainwash dataset includes 11,918 images of "everyday life of a busy downtown cafe" and is used for training head detection algorithms -
Collected
2014
Published
2015
Images
11,918
Faces
91,146
Created by
Stanford Department of Computer Science
Funded by
Max Planck Center for Visual Computing and Communication
Resolution
640x480px
Size
4.1GB
Origin
Brainwash Cafe, San Franscisco
Purpose
Training face detection

Brainwash Dataset

+
Brainwash is a dataset of webcam images taken from the Brainwash Cafe in San Francisco
The Brainwash dataset includes 11,918 images of "everyday life of a busy downtown cafe" and is used for training head detection algorithms +
Published
2015
Images
11,918
Faces
91,146
Created by
Stanford Department of Computer Science
Funded by
Max Planck Center for Visual Computing and Communication
Location
Brainwash Cafe, San Franscisco
Purpose
Training face detection
Explicit Consent
No

Brainwash Dataset

(PAGE UNDER DEVELOPMENT)

Brainwash is a face detection dataset created from the Brainwash Cafe's livecam footage including 11,918 images of "everyday life of a busy downtown cafe 1". The images are used to develop face detection algorithms for the "challenging task of detecting people in crowded scenes" and tracking them.

Before closing in 2017, Brainwash Cafe was a "cafe and laundromat" located in San Francisco's SoMA district. The cafe published a publicy available livestream from the cafe with a view of the cash register, performance stage, and seating area.

Since it's publication by Stanford in 2015, the Brainwash dataset has appeared in several notable research papers. In September 2016 four researchers from the National University of Defense Technology in Changsha, China used the Brainwash dataset for a research study on "people head detection in crowded scenes", concluding that their algorithm "achieves superior head detection performance on the crowded scenes dataset 2". And again in 2017 three researchers at the National University of Defense Technology used Brainwash for a study on object detection noting "the data set used in our experiment is shown in Table 1, which includes one scene of the brainwash dataset 3".

An sample image from the Brainwash dataset used for training face and head detection algorithms for surveillance. The datset contains about 12,000 images. License: Open Data Commons Public Domain Dedication (PDDL)
An sample image from the Brainwash dataset used for training face and head detection algorithms for surveillance. The datset contains about 12,000 images. License: Open Data Commons Public Domain Dedication (PDDL)
49 of the 11,918 images included in the Brainwash dataset. License: Open Data Commons Public Domain Dedication (PDDL)
49 of the 11,918 images included in the Brainwash dataset. License: Open Data Commons Public Domain Dedication (PDDL)
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Who used Brainwash Dataset?

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+ This bar chart presents a ranking of the top countries where citations originated. Mouse over individual columns + to see yearly totals. Colors are only assigned to the top 10 overall countries. +

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Biometric Trade Routes (beta)

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Information Supply Chain

To understand how Brainwash Dataset has been used around the world... - affected global research on computer vision, surveillance, defense, and consumer technology, the and where this dataset has been used the locations of each organization that used or referenced the datast + affected global research on computer vision, surveillance, defense, and consumer technology, the and where this dataset has been used the locations of each organization that used or referenced the datast

@@ -65,20 +79,9 @@

- The data is generated by collecting all citations for all original research papers associated with the dataset. Then the PDFs are then converted to text and the organization names are extracted and geocoded. Because of the automated approach to extracting data, actual use of the dataset can not yet be confirmed. This visualization is provided to help locate and confirm usage and will be updated as data noise is reduced. + Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo.

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Who used Brainwash Dataset?

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- This bar chart presents a ranking of the top countries where citations originated. Mouse over individual columns - to see yearly totals. Colors are only assigned to the top 10 overall countries. -

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Add more analysis here

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Citations

- Citations were collected from Semantic Scholar, a website which aggregates + The citations used for the geographic visualizations were collected from Semantic Scholar, a website which aggregates and indexes research papers. Metadata was extracted from these papers, including extracting names of institutions automatically from PDFs, and then the addresses were geocoded. Data is not yet manually verified, and reflects anytime the paper was cited. Some papers may only mention the dataset in passing, while others use it as part of their research methodology.

- Add button/link to download CSV + Add [button/link] to download CSV. Add search input field to filter. Expand number of rows to 10. Reduce URL text to show only the domain (ie https://arxiv.org/pdf/123456 --> arxiv.org)

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