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matting_human_datasets's Introduction

简介

本数据集为目前已知最大的人像matting数据集,包含34427张图像和对应的matting结果图。
数据集由北京玩星汇聚科技有限公司高质量标注,使用该数据集所训练的人像软分割模型已商用。
数据集中的原始图片来源于Flickr、百度、淘宝。经过人脸检测和区域裁剪后生成了600*800的半身人像。
clip_img目录为半身人像图像,格式为jpg;matting目录为对应的matting文件(方便确认matting质量),格式为png,您训练前应该先从png图像提取alpha图。例如使用opencv可以这样获得alpha图:
in_image = cv2.imread('png图像文件路径', cv2.IMREAD_UNCHANGED)
alpha = in_image[:,:,3]

下载地址

链接:https://pan.baidu.com/s/1R9PJJRT-KjSxh-2-3wCGxQ 提取码:dzsn

other url:
https://mega.nz/#F!Gh8CFAyb!e2ppUh-copP76GbE8IWAEQ
https://www.kaggle.com/laurentmih/aisegmentcom-matting-human-datasets/

数据集截图

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matting图:
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手机端视频人像分割演示(Video Portrait Segmentation Demo)

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手机端图片人像分割演示(Picture Portrait Segmentation Demo)

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合作

我们专注于图像语义分割和实例分割领域,长期招募实习生,全职、兼职、远程均可。

公司官网:www.aisegment.cn ,可体验语义分割效果。
联系微信:
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matting_human_datasets's People

Contributors

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