Add age label to VGGFace2 Dataset from IMDB pretrained model
Python2.7/3.0
Caffe
You can use estimated output below
estimated/identity_meta_with_estimated_age.csv
https://github.com/abars/VggFace2AgeLabel/blob/master/estimated/identity_meta_with_estimated_age.csv
Download Caffemodel
python download_model.py
This script download age estimation model created from IMDB
https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/
Caffemodel : https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/dex_imdb_wiki.caffemodel
Prototxt : https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/age.prototxt
Download vggface2_test.tar.gz and vggface2_train.tar.gz and identity_meta.csv
http://www.robots.ox.ac.uk/~vgg/data/vgg_face2/
Untar downloaded dataset
tar zxvf vggface2_train.tar.gz
tar zxvf vggface2_test.tar.gz
This is a expected location
dataset/vggface2/train
dataset/vggface2/test
dataset/vggface2/identity_meta.csv
identity_meta.csv includes these format
Class_ID, Name, Sample_Num, Flag, Gender
python estimate_age.py
This script add age label to identity_meta.csv
Output file is identity_meta_with_estimated_age.csv
Class_ID, Name, Sample_Num, Flag, Gender, Age
python analyze_estimated_age.py
Dataset include 9294 person.
