原文:
This new arrangement of the dataset contains over 16.5k (16557) fully pixel-level labeled segmentation images. Facial images are included from different ethnicity, ages and genders making it a well balanced dataset. Also there is a wide variety of facial poses and different camera angles to provide a good coverage from -90 to 90 degrees facing. Some images even contain multiple head/face segmentation depending on if the second or third face takes up enough screen real estate space.
For each real image there exist a PNG RGB label image pair. It encodies the 11 different labeled areas of the face using the following RGB labels:
RED VALUE
GREEN VALUE
BLUE VALUE
FACIAL LABEL
0
0
0
Background/undefined
255
0
0
Lips
0
255
0
Eyes
0
0
255
Nose
255
255
0
Hair
0
255
255
Ears
255
0
255
Eyebrows
255
255
255
Teeth
128
128
128
General face
255
192
192
Facial hair
0
128
128
Specs/sunglasses
译:
这种新的数据集排列包含超过16.5k(16557)的完全像素级标记分割图像。面部图像包括来自不同种族、年龄和性别的数据集,使其成为一个平衡良好的数据集。也有各种各样的面部姿势和不同的相机角度,以提供良好的覆盖范围从-90度到90度。有些图像甚至包含多个头部/面部分割,这取决于第二张或第三张脸是否占用了足够的屏幕空间。
对于每个真实图像,存在一个PNG-RGB标签图像对。它使用以下RGB标签对面部的11个不同标记区域进行编码:
RED VALUE
GREEN VALUE
BLUE VALUE
FACIAL LABEL
0
0
0
Background/undefined
255
0
0
Lips
0
255
0
Eyes
0
0
255
Nose
255
255
0
Hair
0
255
255
Ears
255
0
255
Eyebrows
255
255
255
Teeth
128
128
128
General face
255
192
192
Facial hair
0
128
128
Specs/sunglasses
大家可以到官网地址下载数据集,我自己也在百度网盘分享了一份。可关注本人公众号,回复“2020100702”获取下载链接。