时间:2025-07-23 作者:游乐小编
本文介绍CasMVSNet的复现情况。该网络用于多视图立体匹配任务,可估计场景密集深度以重建三维场景。文中涉及训练数据集解压、训练、测试数据集处理、测试及结果评估等步骤,复现的定量结果与原文接近,整体指标0.357,略高于原文的0.355,表明复现成功。
来源:Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching
项目意义:Mult-View Stereo(MVS)任务中旨在根据多视图输入估计场景的密集深度表示,从而重建三维场景。
!rar x data/data129222/dtu_training.rar data/!rm -rf data/data129222/dtu_training.rar !unzip -d data/mvs_training/dtu/Depths_raw data/data129777/Depths_raw1.zip!rm -rf data/data129777/Depths_raw1.zip !unzip -d data/mvs_training/dtu/Depths_raw data/data129777/Depths_raw2.zip!rm -rf data/data129777/Depths_raw2.zip '''rar x data/data129222/dtu_training.rar data/rm -rf data/data129222/dtu_training.rar unzip -d data/mvs_training/dtu/Depths_raw data/data129777/Depths_raw1.ziprm -rf data/data129777/Depths_raw1.zip unzip -d data/mvs_training/dtu/Depths_raw data/data129777/Depths_raw2.ziprm -rf data/data129777/Depths_raw2.zip '''登录后复制
RAR 5.30 beta 2 Copyright (c) 1993-2015 Alexander Roshal 4 Aug 2015Trial version Type RAR -? for helpCannot open data/data129222/dtu_training.rar没有那个文件或目录No files to extractunzip: cannot find or open data/data129777/Depths_raw1.zip, data/data129777/Depths_raw1.zip.zip or data/data129777/Depths_raw1.zip.ZIP.unzip: cannot find or open data/data129777/Depths_raw2.zip, data/data129777/Depths_raw2.zip.zip or data/data129777/Depths_raw2.zip.ZIP.登录后复制
'\nrar x data/data129222/dtu_training.rar data/\nrm -rf data/data129222/dtu_training.rar \nunzip -d data/mvs_training/dtu/Depths_raw data/data129777/Depths_raw1.zip\nrm -rf data/data129777/Depths_raw1.zip \nunzip -d data/mvs_training/dtu/Depths_raw data/data129777/Depths_raw2.zip\nrm -rf data/data129777/Depths_raw2.zip \n'登录后复制
cd /home/aistudio/work/CasMVSNet_paddle/!python train.py --dataset=dtu_yao --trainpath /home/aistudio/data/mvs_training/dtu/ --testpath /home/aistudio/data/mvs_training/dtu/ --trainlist lists/dtu/train.txt --testlist lists/dtu/test.txt --batch_size 2登录后复制
!unzip -d data/ data/data129222/dtu_testing.zip登录后复制
!pip install plyfile登录后复制
cd /home/aistudio/work/CasMVSNet_paddle/!python test.py --dataset=general_eval --batch_size=1 --testpath /home/aistudio/data/dtu_testing --testlist lists/dtu/test.txt --loadckpt ./log/model_000015.ckpt登录后复制
定量结果表明,复现成功。overall指标几乎没有差别。
复现结果: acc.: 0.369 comp.:0.346 overall:0.357
原文结果: acc.: 0.325 comp.:0.385 overall:0.355
部分可视化结果展示:
2021-11-05 11:52
手游攻略2021-11-19 18:38
手游攻略2021-10-31 23:18
手游攻略2022-06-03 14:46
游戏资讯2025-06-28 12:37
单机攻略