using deep learining to detect keypoints in PyTorch
程序编写与测试：刘云飞
建议与合作联系邮箱：[email protected]
框架：PyTorch 1.2.0
语言：Python 3.7
在ubuntu 18.03测试通过
标注数据类似下面，512x512 pixel
图片2
增加上2D高斯 点云 的Heatmap图如下
训练使用Houeglass模型，128*128进行训练
基本结构如下，漏斗式结构
下图左侧为检测到的四个点的heatmap，右侧为加上原图的效果，可以看到效果还不错～
结果图例1
结果图例2
人体关键点检测
人脸关键点检测
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