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full-image/ROI sliding-window segmentation inference for images larger than a training tile, with reflect padding, Hann-blended softmax stitching, spacing-aware resampling, and fold ensembling. (#75)
dense point-detection support for cell/nucleus centroid detection: dataset_type: detection, DetectionManifest, DetectionHead, point CSV supervision, Gaussian peak heatmaps, NMS peak extraction, per-class threshold tuning, and class-aware F1@δ metrics. (#76)
detection docs plus dense and slide-level walkthrough notebooks. (#77)
Changed
reworked multi-encoder dense composites from top-level encoders: to composite:, with explicit concat resolution/grid controls and per-member
normalization/window settings.