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@ritvikvasan ritvikvasan commented Dec 12, 2024

This PR cleans up the preprocessing scripts for generating point clouds for punctate structures after the image_preprocessing is done. Tested on the outputs of the image_preprocessing step.

For the PCNA dataset, run

python src/br/data/preprocessing/pc_preprocessing/pcna --save_path "./make_pcs_test" --preprocessed_manifest "./subpackages/image_preprocessing/tmp_output_pcna/processed/manifest.parquet" --global_path "./subpackages/image_preprocessing/"

For nuclear structures from the variance dataset, run

python src/br/data/preprocessing/pc_preprocessing/punctate_nuc.py --save_path "./make_pcs_test" --preprocessed_manifest "./subpackages/image_preprocessing/tmp_output_variance/processed/manifest.parquet" --global_path "./subpackages/image_preprocessing/"

For cytoplasmic structures from the variance dataset, run
python src/br/data/preprocessing/pc_preprocessing/punctate_cyto.py --save_path "./make_pcs_test" --preprocessed_manifest "./subpackages/image_preprocessing/tmp_output_variance/processed/manifest.parquet" --global_path "./subpackages/image_preprocessing/"

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@pgarrison pgarrison left a comment

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Super!

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@fatwir fatwir left a comment

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I was able to run preprocessing for the PCNA dataset!

@ritvikvasan ritvikvasan merged commit 877ae43 into visualize_pointclouds Dec 13, 2024
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@ritvikvasan ritvikvasan deleted the cleanup_pc_preprocessing branch December 13, 2024 16:20
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4 participants