This repository contains a gallery of example Imaging Server Kit algorithms implemented for a selection of open-source projects.
| Task | Examples |
|---|---|
| Image segmentation | CellPose, StarDist, Instanseg, SAM-2, Rembg, CellPose4 (GPU) |
| Image registration | StackReg, Spam |
| Image denoising | Noise2Void |
| Points detection | Spotiflow |
| Boxes detection | Ultralytics YOLO |
| Vectors detection | OrientationPy |
| Paths detection | SplineBox |
| Tracking | Trackpy, Trackastra |
| Image generation | Stable Diffusion |
| Live updates | Webcam stream |
Contributions are very welcome. If you'd like to add your own example, feel free to open a pull request.
If you find that something isn't working as expected, please file an issue along with a detailed description.