基于PaddlePaddle2.0复现《3D-R2N2: A Unified Approach for Single andMulti-view 3D Object Reconstruction》 - 飞桨AI Studio
root=/usr/local/cuda-7.5/ ***7.运行3D-R2N2*** 安装meshlab $sudo apt-get installmeshlab $git clonechrischoy/3D-R2N2 $cd 3D-R2N2 测试 在3D-R2N2/下创建output/ResidualGRUNet/default_model/路径 将weights.npy复制到路径下 $cd ~/3D-R2N2 $pythondemo.pyprediction.obj 训练 $mkdir ShapeNet...
[三维递归重建神经网络]3D-R2N2: A Unified Approach for Single andMulti-view 3D Object Reconstruction,程序员大本营,技术文章内容聚合第一站。
In this section, we introduce a novel architecture named the 3D Recurrent Reconstruction Network (3D-R2N2), which builds upon the standard LSTM and GRU. The goal of the network is to perform both single- and multi-view 3D reconstructions. The main idea is to leverage the power of LSTM to...
内容提示: 3D-R2N2: A Unif i ed Approach for Single andMulti-view 3D Object ReconstructionChristopher B. Choy Danfei Xu ? JunYoung Gwak ?Kevin Chen Silvio SavareseStanford University{chrischoy, danfei, jgwak, kchen92, ssilvio}@stanford.eduAbstract. Inspired by the recent success of methods ...
你是问3dr2n2原理基于什么吧，基于深度学习和卷积神经网络。具体来说，3dr2n2使用了一个基于3D卷积神经网络的架构，该网络可以从点云数据中提取特征，并将其转换为2D图像。这些2D图像可以被传递到一个2D卷积神经网络中进行分类和识别。通过这种方式，3dr2n2可以在不需要显式地进行3D重建的情况下，对三维...
3D ReconstructionData3D−R2N23D-R2N23DIoU0.560# 4 Compare 3D Object ReconstructionData3D−R2N23D-R2N23DIoU0.56# 9 Compare Avg F139.01# 5 Compare 3D ReconstructionDTU3D-R2N2Acc0.397# 21 Compare Overall0.630# 24 Compare Comp0.884# 24 ...
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Christopher B. Choy(B), Danfei Xu, JunYoung Gwak, Kevin Chen, and Silvio Savarese Stanford University, Stanford, USA {chrischoy,danfei,jgwak,kchen92,ssilvio}@stanford.edu Abstract. Inspired by the recent success...
《3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction》论文笔记,程序员大本营,技术文章内容聚合第一站。
本发明公开了基于3DR2N2的光学建筑目标三维重建方法,其涉及三维重建技术领域,包括获取光学图像,并进行预处理;构建3DR2N2网络,并将预处理后的光学图像输入构建的3DR2N2网络;其中3DR2N2网络包括CNN模块;对光学图像进行特征提取和编码,并处理成低维特征向量;将低维特征向量送入3DLSTM单元,得到三维网格结构;其中三维网格...