~/talk

Explore, annotate, and analyse multidimensional image data with napari

Talkat PyCon AU 2024 · 2024-11-22..11-26· [data-visualization]
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Displays arbitrary n‑dimensional NumPy or Zarr arrays with sliders and fast OpenGL tiles so a 213 GB chunked volume is browseable, overlays points, segmentations, polygons and surfaces, and writes edits back into Zarr labels live. Integrates with Dask and PyTorch pipelines, supports ~450 plugins including a SAM v2 segmenter, runs on iPad via Sidecar, and installs small widget plugins with a napari.yaml manifest. n-dimensional image viewer Zarr-backed labels auto-updating widget plugins

AI-written summary · about

  1. 0:00Introduction to napari
  2. 1:50What is napari
  3. 2:52Exploring large images
  4. 3:54Multidimensional microscopy data
  5. 6:25Layers and annotations
  6. 8:48Manual annotation workflows
  7. 10:56Large data with Dask and Zarr
  8. 13:01Python ecosystem integration
  9. 14:03napari plugins intro
  10. 14:47Reader plugins
  11. 16:32Writer plugins
  12. 17:15Widget plugins
  13. 21:10Plugin from script
  14. 24:05Installing plugins
  15. 25:08Popular napari plugins
  16. 26:53Community involvement
  17. 27:58Q&A
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