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Release 1.7 #1134
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Release 1.7 #1134
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…tational-cell-analytics/micro-sam into automatic-prompt-generator
…tational-cell-analytics/micro-sam into automatic-prompt-generator
…tational-cell-analytics/micro-sam into automatic-prompt-generator
* Use stability score in nms * Update baseline submission scripts and add more datasets * Implement box prompt derivation * Add more datasets * Make pipeline modular and add more datasets * Change prompt type defaults * Update analysis scripts * More updates to posthoc analysis * Better center derivation for point prompts from connected components * Finish up processing data * Add center cropping strategy * Finalize data processing and submission * Minor fixes to SAM2 and SAM3 pipelines * Remove other baselines and add preliminary plotting scripts * Push current code state * Update logit thresholding logic * Update visualization scripts * Implement intersection over min * Push more changes * Push current updates for new grid search * Add box prompt refinement * Add plotting scripts --------- Co-authored-by: anwai98 <[email protected]>
* Refactor APG interface and instance segmentation tests * Working version of tiled auto prompt generation * Refactor instance segmentation output logic * Rename 'get_amg' * Fix automatic segmentation tests * Fix tests * Parallelize operations in apg processing * Minor updates * Make inference for WSIs more efficient WIP * Implement memory efficient mode for APG inference * Debug stitching * Add changes to experiment running for box prompt refinement * Minor script update --------- Co-authored-by: anwai98 <[email protected]>
Implement tiled embedding prediction and segmentation
…tational-cell-analytics/micro-sam into automatic-prompt-generator
Update image preprocessing in _to_image
…tational-cell-analytics/micro-sam into automatic-prompt-generator
…prompt-generator Automatic prompt generator
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