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@ritvikvasan ritvikvasan commented Dec 12, 2024

Move the visualize_pointclouds nb to an analysis script. Addresses #3 . This assumes that the images have been preprocessed. Test run for the PCNA dataset:

python visualize_pointclouds.py --save_path "./plot_pcs_test" --preprocessed_manifest "./subpackages/image_preprocessing/tmp_output_pcna/processed/manifest.parquet" --dataset_name "pcna" --class_column "cell_stage_fine" --class_label "lateS" --global_path "./subpackages/image_preprocessing/"

produces this figure

Screen Shot 2024-12-11 at 4 01 11 PM

Test run for the variance dataset:

python visualize_pointclouds.py --save_path "./plot_pcs_test" --preprocessed_manifest "./subpackages/image_preprocessing/tmp_output_variance/processed/manifest.parquet" --dataset_name "other_punctate" --class_column "structure_name" --class_label "CETN2" --global_path "./subpackages/image_preprocessing/"

produces this figure

Screen Shot 2024-12-11 at 4 03 43 PM

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@pgarrison pgarrison left a comment

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Can we delete visualize_pointclouds.ipynb and visualize_reconstructions.ipynb?

@ritvikvasan
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deleted!

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@fatwir fatwir left a comment

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I was able to generate the figure for the pcna dataset!

@ritvikvasan ritvikvasan merged commit 8432a89 into main Dec 13, 2024
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@ritvikvasan ritvikvasan deleted the visualize_pointclouds branch December 13, 2024 16:25
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4 participants