Check out the additional options for performing 3D segmenation, and more guidance [here](https://cellpose.readthedocs.io/en/latest/do3d.html). Also, the latest mask creation function `get_masks_torch` reduces CPU RAM usage compared to the previous version, and is available to run on the GPU for faster mask creation.
Updated info with CPU/GPU RAM usage and approx runtimes for single images, available [here](https://cellpose.readthedocs.io/en/latest/benchmark.html).
Also we should have full compatibility with MPS at least in 2D (thanks OratHelm !) And thanks to qin-yu you can share your cellpose models to the bioimage.io model zoo.
What's Changed
* MPS compatibility on Apple Silicon by OratHelm in https://github.com/MouseLand/cellpose/pull/1003
* Rev3 by carsen-stringer, adds additional denoising models and anisotropy models, in https://github.com/MouseLand/cellpose/pull/1008
* Add missing train/test files to _process_train_test() call by kemaleren in https://github.com/MouseLand/cellpose/pull/995
* `imagecodecs` no longer compiles with `python 3.8` by ajinkya-kulkarni in https://github.com/MouseLand/cellpose/pull/979
* Fix link in doc by maweigert in https://github.com/MouseLand/cellpose/pull/970
* allows --all channels to work in CLI by lacan in https://github.com/MouseLand/cellpose/pull/949
* Export CPnet to BioImage.IO Model Zoo by qin-yu in https://github.com/MouseLand/cellpose/pull/988
* Bugfix: Resizing masks containing over 65,535 cells not supported by OpenCV by Tobiaspk in https://github.com/MouseLand/cellpose/pull/938
* Add .flex to the allowed image file extensions by mmasinas in https://github.com/MouseLand/cellpose/pull/881
* added optional params cp_path and logfile_name to the setup_logger fu… by MaxJoas in https://github.com/MouseLand/cellpose/pull/862
* Skip empty outlines and display a message in the console. by francodgstn in https://github.com/MouseLand/cellpose/pull/829
* Fix intensity normalizations by qin-yu in https://github.com/MouseLand/cellpose/pull/981
* Add docs for BioImage.IO: finding & sharing models by qin-yu in https://github.com/MouseLand/cellpose/pull/1011
* New3d by carsen-stringer, adds new mask creation script on GPU, in https://github.com/MouseLand/cellpose/pull/1030
* GUI selection for SGD/RAdam Training by ian-coccimiglio in https://github.com/MouseLand/cellpose/pull/1022
New Contributors
* OratHelm made their first contribution in https://github.com/MouseLand/cellpose/pull/1003
* kemaleren made their first contribution in https://github.com/MouseLand/cellpose/pull/995
* maweigert made their first contribution in https://github.com/MouseLand/cellpose/pull/970
* lacan made their first contribution in https://github.com/MouseLand/cellpose/pull/949
* qin-yu made their first contribution in https://github.com/MouseLand/cellpose/pull/988
* Tobiaspk made their first contribution in https://github.com/MouseLand/cellpose/pull/938
* mmasinas made their first contribution in https://github.com/MouseLand/cellpose/pull/881
* MaxJoas made their first contribution in https://github.com/MouseLand/cellpose/pull/862
* ian-coccimiglio made their first contribution in https://github.com/MouseLand/cellpose/pull/1022
**Full Changelog**: https://github.com/MouseLand/cellpose/compare/v3.0.10...v3.1.0