The overall directory structure should be:
│DAPT/
├──cfgs/
├──datasets/
├──data/
│ ├──ModelNet/
│ ├──ModelNetFewshot/
│ ├──ScanObjectNN/
│ ├──ShapeNet55-34/
│ ├──shapenetcore_partanno_segmentation_benchmark_v0_normal/
├──.......
ModelNet Dataset: You can download the processed ModelNet data from [Google Drive][Tsinghua Cloud][BaiDuYun](code:4u1e) and save it in data/ModelNet/modelnet40_normal_resampled/. (You can download the offical ModelNet from here, and process it by yourself.) Finally, the directory structure should be:
│ModelNet/
├──modelnet40_normal_resampled/
│ ├── modelnet40_shape_names.txt
│ ├── modelnet40_train.txt
│ ├── modelnet40_test.txt
│ ├── modelnet40_train_8192pts_fps.dat
│ ├── modelnet40_test_8192pts_fps.dat
ScanObjectNN Dataset: Download the offical data from here (update: terms of use form required before get the download link, check here) and unzip it into data/ScanObjectNN. The directory structure should be:
│ScanObjectNN/
├──main_split/
│ ├── training_objectdataset_augmentedrot_scale75.h5
│ ├── test_objectdataset_augmentedrot_scale75.h5
│ ├── training_objectdataset.h5
│ ├── test_objectdataset.h5
├──main_split_nobg/
│ ├── training_objectdataset.h5
│ ├── test_objectdataset.h5
ShapeNetPart Dataset: Download the offical data from here. Unzip the file under data/shapenetcore_partanno_segmentation_benchmark_v0_normal/. The directory structure should be
|shapenetcore_partanno_segmentation_benchmark_v0_normal/
├──02691156/
│ ├── 1a04e3eab45ca15dd86060f189eb133.txt
│ ├── .......
│── .......
│──train_test_split/
│──synsetoffset2category.txt