Enhance evaluation suite to support visualization of multi-input and target#35

Merged

wli51 merged 7 commits into

WayScience:mainfrom

wli51:viz-multi-chan

Jul 22, 2026

Commits on Jun 10, 2026

Enhance evaluation suite to support visualization as grid of multi-input and multi-target dataset and predictions
wli51
committed

Commits on Jul 22, 2026

Merge remote-tracking branch 'upstream/main' into viz-multi-chan
wli51
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Refactor docstring in evaluation_utils.py for clarity and completeness
wli51
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Refactor evaluation utilities, modifies image tensor normalization to be stacked as N, C, H, W following extraction, which is more natural, as opposed to returning as list of C, H, W arrays. Also e…
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Add tests for visualization, fix test breaks following refactor
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Enhance image loading robustness by adding fallback to tifffile for TIFF files in DatasetManifest and add imagecodecs support to account for different tiff compressions
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Update CHANGELOG.md for version 0.4.6: Add MLflow enhancements, channel-specific normalization, multi-channel visualization support, and refactor crop generation and logger functionalities.
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