convolutional_occupancy_networks
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autonomousvision
[ECCV'20] Convolutional Occupancy Networks
Hi~ If I want to train a model on outdoor data like KITTI, which provide 64 line Velodyne LiDAR point cloud. do you know how can I generate groundtruth occupancy...
Hi, I'm using `generate.py` to reconstruct mesh with my own 3D `pointcloud.npz` file. Since the result isn't ideal, I want to check out the point cloud generated but failed. I'm...
Dear authors, Thank you for this nice work and sharing the code with the community! I wonder if there are any post-processing steps done (e.g. smoothing the meshes) after the...
Hi, I have successfully trained ConvONet on my own object datasets before with nice results! I have used the sample_mesh.py script from ONet to generate `pointcloud.npz` and `points.npz` (occupancy points)...
Hi, I have performed minor fixes to 1. enable running only on cpu 2. resolve pytorch-scatter cuda version conflict
Hi, In order to set up the conda environment by running the following command : ``` conda env create -f environment.yaml ``` It gives the following warning : > "Warning:...
Hi! I'm currently using your pretrained model "room_grid64.gt". If I want to finetune it with a new dataset with pointcloud input, how should I set the config files? Thx!
In the function get_generator() in file src/conv_onet/config.py, the parameters are initialized as: recep_field=2**(cfg['model']['encoder_kwargs']['unet3d_kwargs']['num_levels'] + 2), grid_reso = 25 + recep_field - 1, query_vol_size = 25 * unit_size. Why the reception...
Hello, I'm using google colab. I would like to download the preprocessed version shapenet and syntethic room datasets so I can feed to another 3D reconstruction model. I'm unable to...
How much resolution is used to reconstruct the synthetic room data set in your article? 128^3?
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[ECCV'20] Convolutional Occupancy Networks