Comments (3)
With precompute.py, you can compute the snowflake patterns, which are then stored on disk.
This process in its current implementation takes too much time to do on the fly while training your model.
During training, you can then load those snowflake patterns from the disk without computing them each time.
from lidar_snow_sim.
With precompute.py, you can compute the snowflake patterns, which are then stored on disk. This process in its current implementation takes too much time to do on the fly while training your model. During training, you can then load those snowflake patterns from the disk without computing them each time.
Thanks for your kind reply! Also I would like to know why do you use calibration of kitti dataset instead of dense dataset in precompute.py. Because you have said you
With precompute.py, you can compute the snowflake patterns, which are then stored on disk. This process in its current implementation takes too much time to do on the fly while training your model. During training, you can then load those snowflake patterns from the disk without computing them each time.
Thanks for your kind reply! Also, I would like to know why you use the calibration of kitti dataset instead of dense dataset in precompute.py. Because you have said that the code only implemented the snow simulation of dense dataset
from lidar_snow_sim.
We use the calibration file from the DENSE dataset.
It is compatible witht the KITTI calibration code.
So we just re-use the KITTI code, but not their calibration.
from lidar_snow_sim.
Related Issues (20)
- PointRCNN on dense HOT 3
- How to evaluate the performance of your provided PV-RCNN model according to the segmentation distance on STF dataset?[0-30m][30-50m][50-80m] Please! HOT 1
- TypeError: expected non-empty vector for x HOT 2
- Question about the intensity of snow in STF data HOT 1
- Tutorial for snow simulation on other datasets HOT 1
- openpcdet configs to reproduce result HOT 20
- Question about Eq. 6 HOT 6
- Dataset HOT 5
- How to get the output snow+wet pointcloud files? HOT 1
- Excuse me, where is the path to save the point cloud file after adding snowflake simulation noise? Thank you! HOT 4
- May i ask your email address to have more communication to you? Thank you.
- scatter points HOT 4
- The label of snow point cloud HOT 2
- Error while cloning the repo ! HOT 2
- The problem of Batch data saving HOT 3
- Curiosity of snowflakes npy file HOT 3
- Training requirement and time HOT 2
- Hello, I can't reproduce the result in PV-RCNN model. HOT 2
- About STF HOT 1
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from lidar_snow_sim.