pointnet.pytorch
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This repo is implementation for PointNet(https://arxiv.org/abs/1612.00593) in pytorch. The model is in pointnet.py.
bash build.sh #build C++ code for visualization bash download.sh #download dataset python train_classification.py #train 3D model classification python python train_segmentation.py # train 3D model segmentaion python show_seg.py --model seg/seg_model_20.pth # show segmentation results
Without heavy tuning, PointNet can achieve 80-90% performance in classification and segmentaion on this dataset.
Sample segmentation result: 
上一篇：DEXTR-PyTorch
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