Mut1ny数据集

    科技2025-01-07  14

    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。

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