This file is for planning of new modules, features, and PRs that are needed the release(s) of ZedProfiler. The roadmap is organized into phases, with each phase containing a set of PRs that build upon each other. The roadmap is intended to be a living document and may be updated as needed.
- Migrate to polars for dataframe handling.
- Optional mask output mode.
- Expanded benchmark strategy.
- ome-arrow and iceberg-bioimage support.
- Support multi-channel image loading (lazily).
- Support lazy loading of images and masks at featurization time.
- Support loading of shapes, vectors, outlines, and contours.
- Integration with object storage solutions (e.g., AWS S3, Google Cloud Storage).
- Support DeepProfiler integration.
- Support for additional feature extraction methods (e.g., mesh, graph-based features, point-clouds, polygons).
- Feature-extraction time estimation and optimization.