From b73e233acec5ad6c3aca7475288482f366f7a31f Mon Sep 17 00:00:00 2001 From: adamhrv Date: Fri, 5 Apr 2019 13:17:05 +0200 Subject: never say final, update uccs --- site/public/datasets/afad/index.html | 80 ++++++++++++++++++++++++++++++++---- 1 file changed, 73 insertions(+), 7 deletions(-) (limited to 'site/public/datasets/afad/index.html') diff --git a/site/public/datasets/afad/index.html b/site/public/datasets/afad/index.html index ac025a80..67a4e981 100644 --- a/site/public/datasets/afad/index.html +++ b/site/public/datasets/afad/index.html @@ -17,7 +17,7 @@
MegaPixels
-
AFAD
+
Asian Face Age Dataset
Datasets @@ -26,8 +26,75 @@
-

Asian Face Age Dataset

-
Years
2016?
Images
164,432
Identities
4,362
Origin
RenRen

Research

+
+
Published
+
2017
+
+
Images
+
164,432
+
+
Purpose
+
age estimation on Asian Faces
+
+
Funded by
+
NSFC, the Fundamental Research Funds for the Central Universities, the Program for Changjiang Scholars and Innovative Research Team in University of China, the Shaanxi Innovative Research Team for Key Science and Technology, and China Postdoctoral Science Foundation
+
+
Website
+ +

Asian Face Age Dataset

+

[ page under development ]

+
+

Who used Asian Face Age Dataset?

+ +

+ This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. +

+ +
+ +
+ +
+
+ +
+
+
+ +
+ +

Biometric Trade Routes

+ +

+ To help understand how Asian Face Age Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing The Asian Face Age Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. +

+ +
+ +
+
+
+ +
+
    +
  • Academic
    • +
  • Commercial
    • +
  • Military / Government
    • +
+
Citation data is collected using SemanticScholar.org then dataset usage verified and geolocated.
+
+ + +
+ +

Dataset Citations

+

+ The dataset citations used in the visualizations were collected from Semantic Scholar, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. +

+ +
+

(ignore) research notes

The Asian Face Age Dataset (AFAD) is a new dataset proposed for evaluating the performance of age estimation, which contains more than 160K facial images and the corresponding age and gender labels. This dataset is oriented to age estimation on Asian faces, so all the facial images are for Asian faces. It is noted that the AFAD is the biggest dataset for age estimation to date. It is well suited to evaluate how deep learning methods can be adopted for age estimation. Motivation

For age estimation, there are several public datasets for evaluating the performance of a specific algorithm, such as FG-NET [1] (1002 face images), MORPH I (1690 face images), and MORPH II[2] (55,608 face images). Among them, the MORPH II is the biggest public dataset to date. On the other hand, as we know it is necessary to collect a large scale dataset to train a deep Convolutional Neural Network. Therefore, the MORPH II dataset is extensively used to evaluate how deep learning methods can be adopted for age estimation [3][4].

@@ -44,11 +111,10 @@ Motivation