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psg_pytorch:PointSetGenPyTorch实现-源码

上传者: weixin_42151036 | 上传时间:2023/9/13 16:11:43 | 文件大小:290KB | 文件类型:ZIP
psg_pytorch:PointSetGenPyTorch实现-源码
实施与ImageNet-预训练ResNet50图像编码器和FC/FC-UpConv解码器变化:支持以视图为中心和以形状为中心的训练(以形状为中心的效果更好)同时支持倒角距离和土方距离,因为损耗(EMD速度较慢,但​​性能要好一些)训练10,000个地面真点可提高1K/2K训练的性能(这类似于最近基于SDF的方法,其中通常会采样>10,000个查询点)要使用,请先编译cd和emd(请参阅自述文件),然后运行bashtrain.sh要下载数据,请单击下载Chair数据(10K采样点云+24个随机视角的渲染图像)。
请注意,这是在PartNet数据拆分之后进行的。
您需要切换到其他论文中使用的那些。
在Ubuntu16.04,Cuda9.0,Python3.6.5,PyTorch1.1.0上测试了代码。
此代码使用Blenderv2.79渲

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