Clustering completed.#7

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charbelmarche33 wants to merge 59 commits intomainfrom

experiment_clustering

Commits on Oct 10, 2024

Commits on Oct 17, 2024

Adding poetry and an empty "Data" file by default. The data with in this file will be ignored by git (all files within this directory will be ignored by git with exception of ".gitkeep"). Additiona…
charbelmarche33
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Working on homography and registering. Added utils to conversion folder. May want to take some of these functions and turn them into a package to use in various microservices?
charbelmarche33
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Homography working, need to tweak bounding boxes remapping as this is not quite accurate.
charbelmarche33
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Fixed a typo that caused for improper bounding box remapping. Ready to convert to YOLO.
charbelmarche33
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Saving YOLO bounding boxes to a json file for each sheet.
charbelmarche33
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Removed print statements
charbelmarche33
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Save registered image to "data/registered_images" directory
charbelmarche33
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Removed loop break
charbelmarche33
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Saving images without bounding boxes. Working on clustering problem.
charbelmarche33
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Commits on Oct 18, 2024

Commits on Oct 19, 2024

Commits on Oct 23, 2024

Density based clustering experiement
hvalenty
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Commits on Oct 24, 2024

Added all two methods to the same notebook. ROI selected via an edited version of Ryan's selected method and datapoints are split by a diagonal line. Converted to using BoundingBox class instead of…
charbelmarche33
committed

Commits on Oct 25, 2024

Commits on Oct 28, 2024

Commits on Oct 31, 2024

Stricter selection of bounding boxes (preprocessing)
mattbeck1
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Commits on Nov 2, 2024

Constrained erroneous bounding boxes to time and number axes
hvalenty
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Commits on Nov 4, 2024

Imputing meaning via expected locations. Will need to get MSE of distance of center of found cluster to expected cluster center.
charbelmarche33
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Commits on Nov 5, 2024

Commits on Nov 10, 2024

Updated clustering test for varying percent of erroneous bounding boxes
hvalenty
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Commits on Nov 11, 2024

Commits on Nov 18, 2024

Commits on Nov 19, 2024

Added mAP challeges
charbelmarche33
committed

Commits on Apr 7, 2025