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spaCR
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spaCR
  • Module audit
  • Localization
  • Setting animation gallery
  • Checkpoint and resume
  • Reproducibility manifests
  • Unified run history
  • Plate and batch-effect correction
  • Classifier evaluation workbench
  • Resumable multi-objective UMAP search
  • Remote and distributed execution
  • spaCR plugin SDK
  • Train/test leakage audit
  • Threading and cancellation audit
  • Database concurrency audit
  • API Reference
    • spacr
      • spacr.__main__
      • spacr.active_learning
      • spacr.agreement
      • spacr.align
      • spacr.anndata_export
      • spacr.app_annotate
      • spacr.app_classify
      • spacr.app_make_masks
      • spacr.app_mask
      • spacr.app_measure
      • spacr.app_sequencing
      • spacr.app_umap
      • spacr.artifacts
      • spacr.attribution
      • spacr.batch
      • spacr.batch_correction
      • spacr.cancellation
      • spacr.chaining
      • spacr.checkpoint
      • spacr.classifier_evaluation
      • spacr.cli
      • spacr.cli_database
      • spacr.cli_leakage
      • spacr.cli_plugins
      • spacr.cli_remote
      • spacr.cli_repro
      • spacr.confusion
      • spacr.convert
      • spacr.core
      • spacr.counting
      • spacr.crashreport
      • spacr.crops
      • spacr.curation
      • spacr.custom_features
      • spacr.data_manager
      • spacr.database_concurrency
      • spacr.database_schema
      • spacr.deep_spacr
      • spacr.diameter
      • spacr.doctor
      • spacr.errors
      • spacr.external_masks
      • spacr.feature_dict
      • spacr.foreign
      • spacr.gui
      • spacr.gui_core
      • spacr.gui_elements
      • spacr.gui_utils
      • spacr.hits
      • spacr.hyperparam
      • spacr.illumination
      • spacr.image_colors
      • spacr.io
      • spacr.layers
      • spacr.lineage
      • spacr.logger
      • spacr.logging_util
      • spacr.macro
      • spacr.mask_io
      • spacr.measure
      • spacr.measure_hooks
      • spacr.measurement_schema
      • spacr.methods_export
      • spacr.ml
      • spacr.model_compare
      • spacr.model_zoo
      • spacr.napari_bridge
      • spacr.notebook_export
      • spacr.object
      • spacr.ome_zarr
      • spacr.omero
      • spacr.pipeline_graph
      • spacr.pipeline_v2
      • spacr.plate_qc
      • spacr.plot
      • spacr.plugins
      • spacr.ports
      • spacr.power_model
      • spacr.power_simulate
      • spacr.predictions
      • spacr.profiler
      • spacr.projects
      • spacr.qt
        • spacr.qt.__main__
        • spacr.qt.ai
          • spacr.qt.ai.github_auth
          • spacr.qt.ai.issue_report
          • spacr.qt.ai.keys
          • spacr.qt.ai.manuscript
          • spacr.qt.ai.prompts
          • spacr.qt.ai.providers
          • spacr.qt.ai.settings
          • spacr.qt.ai.worker
        • spacr.qt.annotate_engine
        • spacr.qt.app
        • spacr.qt.bridge
        • spacr.qt.button_roles
        • spacr.qt.chaining
        • spacr.qt.command_palette
        • spacr.qt.comparison_grid
        • spacr.qt.counting_tool
        • spacr.qt.crop_thumbs
        • spacr.qt.curation_tool
        • spacr.qt.dnd
        • spacr.qt.dnd_handlers
        • spacr.qt.first_run
        • spacr.qt.folder_metadata
        • spacr.qt.hf_download
        • spacr.qt.i18n
        • spacr.qt.i18n_module_summaries
        • spacr.qt.i18n_module_summaries_asia
        • spacr.qt.i18n_module_summaries_other
        • spacr.qt.i18n_module_summaries_west
        • spacr.qt.iconset
        • spacr.qt.imagery
        • spacr.qt.ingest_preview
        • spacr.qt.job_runner
        • spacr.qt.layer_viewer
        • spacr.qt.linked_selection
        • spacr.qt.logging_util
        • spacr.qt.mask_engine
        • spacr.qt.maturity
        • spacr.qt.multi_format
        • spacr.qt.notify
        • spacr.qt.ortho_view
        • spacr.qt.plate_queue
        • spacr.qt.preferences
        • spacr.qt.prefs
        • spacr.qt.prerun
        • spacr.qt.preview_registry
        • spacr.qt.recipes
        • spacr.qt.regex_detect
        • spacr.qt.regex_editor
        • spacr.qt.resource_cleanup
        • spacr.qt.roi_tool
        • spacr.qt.screens
          • spacr.qt.screens.agreement
          • spacr.qt.screens.align
          • spacr.qt.screens.annotate
          • spacr.qt.screens.app_screen
          • spacr.qt.screens.batch
          • spacr.qt.screens.classifier_evaluation
          • spacr.qt.screens.control_chart
          • spacr.qt.screens.convert
          • spacr.qt.screens.curate
          • spacr.qt.screens.data_manager
          • spacr.qt.screens.db_browser
          • spacr.qt.screens.distributed_jobs
          • spacr.qt.screens.dose_response
          • spacr.qt.screens.experiment_design
          • spacr.qt.screens.feature_explorer
          • spacr.qt.screens.foreign
          • spacr.qt.screens.gate_editor
          • spacr.qt.screens.graph_builder
          • spacr.qt.screens.hit_list
          • spacr.qt.screens.hyperparam
          • spacr.qt.screens.image_scatter
          • spacr.qt.screens.lineage
          • spacr.qt.screens.make_masks
          • spacr.qt.screens.methods_export
          • spacr.qt.screens.model_compare
          • spacr.qt.screens.model_zoo
          • spacr.qt.screens.napari_bridge
          • spacr.qt.screens.outliers
          • spacr.qt.screens.pca
          • spacr.qt.screens.pipeline_graph
          • spacr.qt.screens.plate_view
          • spacr.qt.screens.power
          • spacr.qt.screens.profiler
          • spacr.qt.screens.project_browser
          • spacr.qt.screens.qc_dashboard
          • spacr.qt.screens.queue
          • spacr.qt.screens.report
          • spacr.qt.screens.run_compare
          • spacr.qt.screens.run_history
          • spacr.qt.screens.settings_model
          • spacr.qt.screens.tabulate
          • spacr.qt.screens.train_compare
          • spacr.qt.screens.trellis
        • spacr.qt.settings_diff
        • spacr.qt.settings_search
        • spacr.qt.shortcuts
        • spacr.qt.space
        • spacr.qt.synthetic
        • spacr.qt.theme
        • spacr.qt.verbose_logger
        • spacr.qt.walkthrough
        • spacr.qt.widgets
          • spacr.qt.widgets.activity_spinner
          • spacr.qt.widgets.ai_chat_panel
          • spacr.qt.widgets.ai_toggle_label
          • spacr.qt.widgets.ambient
          • spacr.qt.widgets.animation_zoom
          • spacr.qt.widgets.barcode_regex
          • spacr.qt.widgets.card
          • spacr.qt.widgets.column_picker
          • spacr.qt.widgets.console_panel
          • spacr.qt.widgets.control_chart
          • spacr.qt.widgets.data_filter_panel
          • spacr.qt.widgets.divider
          • spacr.qt.widgets.dna_rain
          • spacr.qt.widgets.dna_rain_settings
          • spacr.qt.widgets.dose_response
          • spacr.qt.widgets.dot_link
          • spacr.qt.widgets.drawer
          • spacr.qt.widgets.eliding
          • spacr.qt.widgets.empty_state
          • spacr.qt.widgets.external_mask_inputs
          • spacr.qt.widgets.feature_dictionary
          • spacr.qt.widgets.feature_explorer
          • spacr.qt.widgets.feature_rank
          • spacr.qt.widgets.field_fade
          • spacr.qt.widgets.figure_queue
          • spacr.qt.widgets.formula
          • spacr.qt.widgets.formula_editor
          • spacr.qt.widgets.gate_editor
          • spacr.qt.widgets.gate_spec
          • spacr.qt.widgets.graph_builder
          • spacr.qt.widgets.graph_spec
          • spacr.qt.widgets.home
          • spacr.qt.widgets.hover_tooltip
          • spacr.qt.widgets.info_link
          • spacr.qt.widgets.live_preview
          • spacr.qt.widgets.measure_preview
          • spacr.qt.widgets.metadata_table
          • spacr.qt.widgets.motility_preview
          • spacr.qt.widgets.outlier_model
          • spacr.qt.widgets.pca_model
          • spacr.qt.widgets.pca_view
          • spacr.qt.widgets.pivot_builder
          • spacr.qt.widgets.pivot_spec
          • spacr.qt.widgets.plate_layout
          • spacr.qt.widgets.power_design
          • spacr.qt.widgets.preview_controls
          • spacr.qt.widgets.qc_summary
          • spacr.qt.widgets.row_exclusion
          • spacr.qt.widgets.section
          • spacr.qt.widgets.tile
          • spacr.qt.widgets.timelapse_preview
          • spacr.qt.widgets.toggle
          • spacr.qt.widgets.trellis_spec
          • spacr.qt.widgets.trellis_view
          • spacr.qt.widgets.umap_explorer
          • spacr.qt.widgets.usage_bar
      • spacr.regression_qc
      • spacr.remote_execution
      • spacr.report
      • spacr.resume
      • spacr.roi
      • spacr.row_exclusions
      • spacr.run_compare
      • spacr.run_journal
      • spacr.runctx
      • spacr.schema
      • spacr.seg_qc
      • spacr.selection
      • spacr.sequencing
      • spacr.sequencing_qc
      • spacr.setting_animations
      • spacr.settings
      • spacr.settings_spec
      • spacr.sim
      • spacr.sp_stats
      • spacr.spacr_cellpose
      • spacr.spacrops
      • spacr.submodules
      • spacr.tiff_io
      • spacr.timelapse
      • spacr.torch_artifacts
      • spacr.toxo
      • spacr.train_compare
      • spacr.umap_annotations
      • spacr.updater
      • spacr.utils
      • spacr.validate
      • spacr.version
      • spacr.zstack
    • parts
    • common
    • render
    • variants
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Setting animation gallery¶

spaCR includes short, deterministic GIFs for settings whose effect is easier to understand visually. In the desktop interface, hovering a setting shows its explanation; pressing the teal Animation word in that tooltip’s footer reveals the corresponding animation to the right of the text. It is revealed for that setting only — the next setting is text again until its own Animation is pressed, and nothing is decoded until it is. Set Setting animations in Preferences to show them without asking.

The diagrams use a shared biological grammar: white fibroblast or motile immune-cell outlines, blue nuclei with unequal nucleoli, teal Toxoplasma tachyzoites inside an outline-only parasitophorous vacuole, and soft-magenta Golgi cisternae. Filled regions are translucent and the rounded field perimeter remains white on black.

The cell, nucleus and nucleoli, two-parasite vacuole, and Golgi use the reviewed, artist-authored SVG paths checked into tools/. Qt renders those exact Bezier paths at high resolution before each animation frame is composited, keeping the outlines smooth at small sizes. Source-template SHA-256 hashes are recorded in the manifest.

Animations are resolved by exact setting key through spacr.setting_animations; the assets and manifest are generated reproducibly by tools/generate_setting_animations.py.

Mask filtering¶

Cell — Remove border objects¶

Cell — Remove border objects setting animation

Settings: cell_remove_border_objects, remove_border_cells

Cell — Minimum object area¶

Cell — Minimum object area setting animation

Settings: cell_min_area, cell_min_size

Cell — Maximum object area¶

Cell — Maximum object area setting animation

Settings: cell_max_area

Cell — Minimum intensity percentile¶

Cell — Minimum intensity percentile setting animation

Settings: cell_min_intensity_percentile

Cell — Maximum intensity percentile¶

Cell — Maximum intensity percentile setting animation

Settings: cell_max_intensity_percentile

Nucleus — Remove border objects¶

Nucleus — Remove border objects setting animation

Settings: nucleus_remove_border_objects, remove_border_nuclei

Nucleus — Minimum object area¶

Nucleus — Minimum object area setting animation

Settings: nucleus_min_area, nucleus_min_size

Nucleus — Maximum object area¶

Nucleus — Maximum object area setting animation

Settings: nucleus_max_area

Nucleus — Minimum intensity percentile¶

Nucleus — Minimum intensity percentile setting animation

Settings: nucleus_min_intensity_percentile

Nucleus — Maximum intensity percentile¶

Nucleus — Maximum intensity percentile setting animation

Settings: nucleus_max_intensity_percentile

Pathogen — Remove border objects¶

Pathogen — Remove border objects setting animation

Settings: pathogen_remove_border_objects, remove_border_pathogens

Pathogen — Minimum object area¶

Pathogen — Minimum object area setting animation

Settings: pathogen_min_area, pathogen_min_size

Pathogen — Maximum object area¶

Pathogen — Maximum object area setting animation

Settings: pathogen_max_area

Pathogen — Minimum intensity percentile¶

Pathogen — Minimum intensity percentile setting animation

Settings: pathogen_min_intensity_percentile

Pathogen — Maximum intensity percentile¶

Pathogen — Maximum intensity percentile setting animation

Settings: pathogen_max_intensity_percentile

Organelle — Remove border objects¶

Organelle — Remove border objects setting animation

Settings: organelle_remove_border_objects, organelle_remove_border, remove_border_organelles

Organelle — Minimum object area¶

Organelle — Minimum object area setting animation

Settings: organelle_min_area, organelle_min_size

Organelle — Maximum object area¶

Organelle — Maximum object area setting animation

Settings: organelle_max_area, organelle_max_size

Organelle — Minimum intensity percentile¶

Organelle — Minimum intensity percentile setting animation

Settings: organelle_min_intensity_percentile

Organelle — Maximum intensity percentile¶

Organelle — Maximum intensity percentile setting animation

Settings: organelle_max_intensity_percentile

Mask repair¶

Merge edge-pathogen cells¶

Merge edge-pathogen cells setting animation

Settings: merge_edge_pathogen_cells

Adjust fragmented cells¶

Adjust fragmented cells setting animation

Settings: adjust_cells

Cell perimeter merge¶

Cell perimeter merge setting animation

Settings: cell_perimeter_fraction

Cell intensity merge¶

Cell intensity merge setting animation

Settings: cell_intensity_merge, cell_intensity_threshold_method, cell_intensity_percentile

Cell watershed split¶

Cell watershed split setting animation

Settings: cell_intensity_split, cell_area_multiplier, cell_min_distance, cell_min_object_area

Nucleus perimeter merge¶

Nucleus perimeter merge setting animation

Settings: nucleus_perimeter_fraction

Nucleus intensity merge¶

Nucleus intensity merge setting animation

Settings: nucleus_intensity_merge, nucleus_intensity_threshold_method, nucleus_intensity_percentile

Nucleus watershed split¶

Nucleus watershed split setting animation

Settings: nucleus_intensity_split, nucleus_area_multiplier, nucleus_min_distance, nucleus_min_object_area

Pathogen perimeter merge¶

Pathogen perimeter merge setting animation

Settings: pathogen_perimeter_fraction

Pathogen intensity merge¶

Pathogen intensity merge setting animation

Settings: pathogen_intensity_merge, pathogen_intensity_threshold_method, pathogen_intensity_percentile

Pathogen watershed split¶

Pathogen watershed split setting animation

Settings: pathogen_intensity_split, pathogen_area_multiplier, pathogen_min_distance, pathogen_min_object_area

Organelle perimeter merge¶

Organelle perimeter merge setting animation

Settings: organelle_perimeter_fraction

Organelle intensity merge¶

Organelle intensity merge setting animation

Settings: organelle_intensity_merge, organelle_intensity_threshold_method, organelle_intensity_percentile

Organelle watershed split¶

Organelle watershed split setting animation

Settings: organelle_intensity_split, organelle_area_multiplier, organelle_min_distance, organelle_min_object_area

Fill holes in masks¶

Fill holes in masks setting animation

Settings: fill_in

Segmentation¶

Cell probability threshold¶

Cell probability threshold setting animation

Settings: cell_CP_prob

Cell flow threshold¶

Cell flow threshold setting animation

Settings: cell_FT

Cell diameter¶

Cell diameter setting animation

Settings: cell_diameter

Nucleus probability threshold¶

Nucleus probability threshold setting animation

Settings: nucleus_CP_prob

Nucleus flow threshold¶

Nucleus flow threshold setting animation

Settings: nucleus_FT

Nucleus diameter¶

Nucleus diameter setting animation

Settings: nucleus_diameter

Pathogen probability threshold¶

Pathogen probability threshold setting animation

Settings: pathogen_CP_prob

Pathogen flow threshold¶

Pathogen flow threshold setting animation

Settings: pathogen_FT

Pathogen diameter¶

Pathogen diameter setting animation

Settings: pathogen_diameter

Organelle diameter¶

Organelle diameter setting animation

Settings: organelle_diameter

Organelle probability threshold¶

Organelle probability threshold setting animation

Settings: organelle_CP_prob

Organelle flow threshold¶

Organelle flow threshold setting animation

Settings: organelle_FT

Image preprocessing¶

Cell background subtraction¶

Cell background subtraction setting animation

Settings: remove_background_cell, cell_background

Cell signal-to-noise¶

Cell signal-to-noise setting animation

Settings: cell_Signal_to_noise

Nucleus background subtraction¶

Nucleus background subtraction setting animation

Settings: remove_background_nucleus, nucleus_background

Nucleus signal-to-noise¶

Nucleus signal-to-noise setting animation

Settings: nucleus_Signal_to_noise

Pathogen background subtraction¶

Pathogen background subtraction setting animation

Settings: remove_background_pathogen, pathogen_background

Pathogen signal-to-noise¶

Pathogen signal-to-noise setting animation

Settings: pathogen_Signal_to_noise

Image normalization percentiles¶

Image normalization percentiles setting animation

Settings: normalization_percentiles, normalize, normalize_plots

Organelle preprocessing¶

Fill small organelle holes¶

Fill small organelle holes setting animation

Settings: organelle_fill_holes

Split touching organelle spots¶

Split touching organelle spots setting animation

Settings: organelle_watershed_spots

Skeletonize organelle networks¶

Skeletonize organelle networks setting animation

Settings: organelle_skeletonize

Rolling-ball background correction¶

Rolling-ball background correction setting animation

Settings: organelle_rolling_ball, organelle_rolling_ball_radius

Organelle local contrast (CLAHE)¶

Organelle local contrast (CLAHE) setting animation

Settings: organelle_clahe, organelle_clahe_clip_limit

Mask organelles within cells¶

Mask organelles within cells setting animation

Settings: organelle_mask_within_cells

Organelle segmentation threshold¶

Organelle segmentation threshold setting animation

Settings: organelle_log_threshold, organelle_unet_threshold

Plot appearance¶

Mask outline thickness¶

Mask outline thickness setting animation

Settings: outline_thickness

Crop output¶

Keep bounding-box context¶

Keep bounding-box context setting animation

Settings: use_bounding_box

Dilate crop masks¶

Dilate crop masks setting animation

Settings: dialate_pngs, dialate_png_ratios

Choose crop target¶

Choose crop target setting animation

Settings: crop_mode

Crop canvas size¶

Crop canvas size setting animation

Settings: png_size

Measurement¶

Derive cytoplasm compartment¶

Derive cytoplasm compartment setting animation

Settings: cytoplasm

Radial-distance shells¶

Radial-distance shells setting animation

Settings: radial_dist, distance_gaussian_sigma

Keep or remove uninfected cells¶

Keep or remove uninfected cells setting animation

Settings: uninfected

Tracking & volumetric¶

Remove transient tracks¶

Remove transient tracks setting animation

Settings: timelapse_remove_transient, timelapse_frame_limits

Maximum linking displacement¶

Maximum linking displacement setting animation

Settings: timelapse_displacement, ultrack_max_distance, t_max_displacement_px, t_max_displacement_um

Tracking memory¶

Tracking memory setting animation

Settings: timelapse_memory

Timepoint overlap threshold¶

Timepoint overlap threshold setting animation

Settings: t_link_threshold

Z-plane stitch threshold¶

Z-plane stitch threshold setting animation

Settings: stitch_threshold

Z projection¶

Z projection setting animation

Settings: z_projection, all_to_mip, pick_slice

Project volumes for tracking¶

Project volumes for tracking setting animation

Settings: t_project_for_tracking

Remove overly straight tracks¶

Remove overly straight tracks setting animation

Settings: straightness_filter, straightness_threshold

Smooth per-track outliers¶

Smooth per-track outliers setting animation

Settings: zscore_thresh

Cell-division linking¶

Cell-division linking setting animation

Settings: ultrack_division_weight

Contour smoothing¶

Contour smoothing setting animation

Settings: ultrack_contour_sigma

Image UMAP¶

UMAP neighborhood size¶

UMAP neighborhood size setting animation

Settings: n_neighbors

UMAP minimum distance¶

UMAP minimum distance setting animation

Settings: min_dist

Show object images¶

Show object images setting animation

Settings: plot_images

Remove image canvas¶

Remove image canvas setting animation

Settings: remove_image_canvas

Show cluster outlines¶

Show cluster outlines setting animation

Settings: plot_outlines

Show embedding points¶

Show embedding points setting animation

Settings: plot_points

Smooth cluster outlines¶

Smooth cluster outlines setting animation

Settings: smooth_lines

Remove cluster noise¶

Remove cluster noise setting animation

Settings: remove_cluster_noise

Sample images by cluster¶

Sample images by cluster setting animation

Settings: plot_by_cluster

Embedding point size¶

Embedding point size setting animation

Settings: dot_size

Embedding image zoom¶

Embedding image zoom setting animation

Settings: img_zoom

Density clustering radius¶

Density clustering radius setting animation

Settings: eps, min_samples, clustering

Alignment & stitching¶

Tile overlap¶

Tile overlap setting animation

Settings: overlap

Tile seam blending¶

Tile seam blending setting animation

Settings: blend

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Copyright © 2025-2026, Einar Birnir Olafsson
Made with Sphinx and @pradyunsg's Furo
On this page
  • Setting animation gallery
    • Mask filtering
      • Cell — Remove border objects
      • Cell — Minimum object area
      • Cell — Maximum object area
      • Cell — Minimum intensity percentile
      • Cell — Maximum intensity percentile
      • Nucleus — Remove border objects
      • Nucleus — Minimum object area
      • Nucleus — Maximum object area
      • Nucleus — Minimum intensity percentile
      • Nucleus — Maximum intensity percentile
      • Pathogen — Remove border objects
      • Pathogen — Minimum object area
      • Pathogen — Maximum object area
      • Pathogen — Minimum intensity percentile
      • Pathogen — Maximum intensity percentile
      • Organelle — Remove border objects
      • Organelle — Minimum object area
      • Organelle — Maximum object area
      • Organelle — Minimum intensity percentile
      • Organelle — Maximum intensity percentile
    • Mask repair
      • Merge edge-pathogen cells
      • Adjust fragmented cells
      • Cell perimeter merge
      • Cell intensity merge
      • Cell watershed split
      • Nucleus perimeter merge
      • Nucleus intensity merge
      • Nucleus watershed split
      • Pathogen perimeter merge
      • Pathogen intensity merge
      • Pathogen watershed split
      • Organelle perimeter merge
      • Organelle intensity merge
      • Organelle watershed split
      • Fill holes in masks
    • Segmentation
      • Cell probability threshold
      • Cell flow threshold
      • Cell diameter
      • Nucleus probability threshold
      • Nucleus flow threshold
      • Nucleus diameter
      • Pathogen probability threshold
      • Pathogen flow threshold
      • Pathogen diameter
      • Organelle diameter
      • Organelle probability threshold
      • Organelle flow threshold
    • Image preprocessing
      • Cell background subtraction
      • Cell signal-to-noise
      • Nucleus background subtraction
      • Nucleus signal-to-noise
      • Pathogen background subtraction
      • Pathogen signal-to-noise
      • Image normalization percentiles
    • Organelle preprocessing
      • Fill small organelle holes
      • Split touching organelle spots
      • Skeletonize organelle networks
      • Rolling-ball background correction
      • Organelle local contrast (CLAHE)
      • Mask organelles within cells
      • Organelle segmentation threshold
    • Plot appearance
      • Mask outline thickness
    • Crop output
      • Keep bounding-box context
      • Dilate crop masks
      • Choose crop target
      • Crop canvas size
    • Measurement
      • Derive cytoplasm compartment
      • Radial-distance shells
      • Keep or remove uninfected cells
    • Tracking & volumetric
      • Remove transient tracks
      • Maximum linking displacement
      • Tracking memory
      • Timepoint overlap threshold
      • Z-plane stitch threshold
      • Z projection
      • Project volumes for tracking
      • Remove overly straight tracks
      • Smooth per-track outliers
      • Cell-division linking
      • Contour smoothing
    • Image UMAP
      • UMAP neighborhood size
      • UMAP minimum distance
      • Show object images
      • Remove image canvas
      • Show cluster outlines
      • Show embedding points
      • Smooth cluster outlines
      • Remove cluster noise
      • Sample images by cluster
      • Embedding point size
      • Embedding image zoom
      • Density clustering radius
    • Alignment & stitching
      • Tile overlap
      • Tile seam blending