Morphological dilation operation using a cube-shaped structuring element

Euclidean Distance Transform or Signed Distance Function with optional activation

Apply custom normalization using a lambda expression

Clips values to a range and normalizes to [0, 1] with optional inversion

Standard normalization with clipping and scaling for image data

Standardization using z-score normalization (x - mean) / std

Watershed segmentation using affinities with boundary filtering

Select specific channels from multi-channel output

Clips values and scales to uint8 range for visualization

Post-processing for instance segmentation with connected components analysis

Connected component labeling to assign unique IDs to segmented regions

Apply custom post-processing using a lambda expression

Relabel segmentation based on Morton order for improved continuity across blocks

Binary thresholding to create segmentation masks

A placeholder model for demonstrating CellMapFlow hub integration

Simple pipeline for basic segmentation tasks with normalization, model inference, and instance segmentation