January 2018
Intermediate to advanced
310 pages
7h 48m
English
Content preview from Deep Learning for Computer Vision
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The Multi-Attribute Facial Landmark (MAFL) dataset
The MAFL dataset proposed by Zhang et al. is annotated with 5 facial landmarks with 40 different facial attributes. There are 20,000 faces present in the database. MAFL can be downloaded from https://github.com/zhzhanp/TCDCN-face-alignment. Here is a sample of the images present in MAFL:
Proposed by Liu et al. and reproduced from http://mmlab.ie.cuhk.edu.hk/projects/celeba/overview.png
The attributes of annotation include pointy-nose, bands, moustache, wavy hair, wearing a hat and so on. These images are included in the CelebA dataset as well, which will be discussed in detail later.
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