VGG & VGG2

By Amirarsalan Rajabi | November 9, 2018 | Comments Off on VGG & VGG2

VGG & VGG2:

These two face recognition datasets contain color face images of celebrities collected from the web. The images are available with large variation of poses and ages for both datasets.

VGG

VGG has no overlap with some other popular benchmarks such as LFW. Because the images are subject to copyright and VGG does not own the images, only URLs of the images are available by VGG. More information and links for download can be found on http://www.robots.ox.ac.uk/~vgg/data/vgg_face/. Each celebrity’s name is the name of a text file containing the image URLs and corresponding face detections.

Here is some information regarding VGG dataset:

  • Number of identities: 2622

If you use this dataset:

Please make sure to use the dataset for non-commercial research purposes only (Terms of Use). The detailed Terms of Use can be found on http://www.robots.ox.ac.uk/~vgg/data/vgg_face/licence.txt).

Please make sure to cite the paper:

O. M. Parkhi, A. Vedaldi, A. Zisserman, Deep Face Recognition. British Machine Vision Conference, 2015.

VGG2

VGG2 provides loosely cropped faces in separated files to download for training and testing. More information and links for download can be found on http://www.robots.ox.ac.uk/~vgg/data/vgg_face2/data_infor.html. You will need to create an account to be able to download the files.

Here is some information regarding VGG2 dataset:

  • Number of identities: 9131 (8631 identities for training, 500 identities for testing)

  • More than 3.3 million images in the wild

  • Almost 362 image samples per person

If you use this dataset:

Please make sure to pay attention to the License information for using the dataset for Commercial/Research purposes (Terms of Use) available on http://www.robots.ox.ac.uk/~vgg/data/vgg_face2/.

Please make sure to cite the paper:

Q. Cao, L. Shen, W. Xie, O. M. Parkhi, A. Zisserman, VGGFace2: A Dataset for Recognizing Face across Pose and Age. International Conference on Automatic Face and Gesture Recognition, 2018.

keywords: Vision, Image, Face, Face Verification, In the Wild

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AgeDB

By Amirarsalan Rajabi | November 9, 2018 | Comments Off on AgeDB

AgeDB:

This dataset contains face images of celebrities, politicians and scientists in different ages and poses. The annotations per image include gender, age and identity of the person in the image. The age variations are from 3 to 101 years old. In the paper mentioned bellow, they have used AgeDB dataset for different experiments including age estimation, age invariant face verification and face age progression. The link for download can be found on https://ibug.doc.ic.ac.uk/resources/agedb/.

Here is some information regarding this dataset:

  • Number of images in the dataset: 12,240 images

  • Number of identities: 440 subjects

If you use this dataset:

Please make sure to use the dataset for non-commercial research purposes only (Terms of Use). The detailed Terms of Use can be found on https://ibug.doc.ic.ac.uk/resources/agedb/.

Please make sure to cite the paper:

S. Moschoglou, A. Papaioannou, C. Sagonas, J. Deng, I. Kotsia, S. Zafeiriou. AgeDB: The First Manually Collected, In-the-wild Age Dataset. Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR-W), 2017.

keywords: Vision, Image, Face, Age Estimation, Face Verification, Celeb Faces

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