dgcnn.pytorch:用于点云学习的动态图CNN的PyTorch实现(DGCNN)-源码

上传者: 42116604 | 上传时间: 2021-08-31 20:53:29 | 文件大小: 49.84MB | 文件类型: ZIP
DGCNN.pytorch 此仓库是用于点云学习的动态图CNN的PyTorch实现(DGCNN) ( )。我们的代码框架是从借用的。 请注意,DGCNN论文中用于分类的网络结构(图3)与该论文第4.1节中的相应描述不一致。 DGCNN的作者采用第4.1节中的分类网络设置,而不是图3。我们使用PS修复了图3中的错误,并在下面给出了修改后的图。 提示:点云实验的结果通常比2D图像面临更大的随机性。我们建议您多次运行实验并选择最佳结果。 要求 Python 3.7 PyTorch 1.2 CUDA 10.0 包装:glob,h5py,sklearn 内容 点云分类 运行训练脚本: 1024点 python main_cls.py --exp_name=cls_1024 --num_points=1024 --k=20 2048点 python main_cls.py --exp_name

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