chrischoy / 3D-R2N2

Single/multi view image(s) to voxel reconstruction using a recurrent neural network
MIT License
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Can anyone provide a list for train/val splitting? #65

Open HoiM opened 2 years ago

saifkhichi96 commented 1 year ago

The closest data splits I found are these: https://gitlab.com/hzxie/Pix2Vox/-/blob/master/datasets/ShapeNet.json

This file is from the official source code of Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images (IJCV 2020). The paper mentions that they used the same data splits as in Octree Generating Networks: Efficient Convolutional Architectures for High-Resolution 3D Outputs (ICCV'17) which says:

To ensure a fair comparison, we trained networks on ShapeNet-all, the exact dataset used by Choy et al. [6]. Following the same dataset splitting strategy, we used 80% of the data for training, and 20% for testing

Hope it helps. Cheers!