Open3D-ML
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Alex/open3d ml tutorials
Re-write condensed tutorials based on suggestions.
Changes were made to 3 tutorial notebooks
- docs/tutorial/notebook/01_config_files.ipynb
- docs/tutorial/notebook/02_datasets.ipynb
- docs/tutorial/notebook/03_train_model.ipynb
Suggested changes were:
- The notebooks must look similar to already existing open3d tutorial notebooks (all notebooks)
- Run all the notebooks files and check if they work locally (all notebooks)
- Working directory must be
docs/tutorial/notebook/for all data, model checkpoint logs etc. (all notebooks) - Remove garbage-in garbage-out dataset graphic. (
01_config_files.ipynb) - Use consistent vector notations (
01_config_files.ipynb) - Change to right-handed coordinate system (
02_datasets.ipynb) - Change colour of axes in the coordinate system (
02_datasets.ipynb)
Please note:
- Some cells of
02_datasets.ipynbwill not run because the notebook does not have access to smaller version of semanticKITTI dataset. ~~@sanskar107 can you share a downloadable link for that dataset that I canwgetin the the notebook?~~ Will use shared link https://cdn.discordapp.com/attachments/903644960211992607/946792875423838288/semkitti.zip. - I will pass all the text information through gramarly before merging once structure and content gets green signal.
- I will remove
Inference_on_a_custom_data.ipynb,reading_a_config_file.ipynb,reading_a_dataset.ipynb,train_ss_model_using_pytorch.ipynbandtrain_ss_model_using_tensorflow.ipynbbefore merging because they are essentially duplicates. Keeping them here for reference temporarily.
Check out this pull request on ![]()
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