Recent Releases of Segmenteverygrain
Segmenteverygrain - segmenteverygrain v0.2.3
Fixes mostly related to JOSS review process Added materials related to the manuscript Added notebook that illustrates training the U-Net model from scratch
Scientific Software - Peer-reviewed
- Jupyter Notebook
Published by zsylvester 5 months ago
Segmenteverygrain - segmenteverygrain v0.2.2
Fixes to notebook with georeferencing Improved documentation Minor fixes and tweaks
Scientific Software - Peer-reviewed
- Jupyter Notebook
Published by zsylvester 11 months ago
Segmenteverygrain - segmenteverygrain v0.2.1
Switch from Keras 2 to Keras 3 Updated Unet model (in Keras 3 format) Added more sophisticated grain size distribution plots Fixed bug in grain rasterization function
Scientific Software - Peer-reviewed
- Jupyter Notebook
Published by zsylvester about 1 year ago
Segmenteverygrain - segmenteverygrain v0.2.0
Functions for fine tuning the Unet model Saving and loading grain polygons Add new grains to large images Improvements to SAM segmentation function Added initial set of tests
Scientific Software - Peer-reviewed
- Jupyter Notebook
Published by zsylvester about 1 year ago
Segmenteverygrain - segmenteverygrain v0.1.9
Added documentation; improved efficiency when handling large images
Scientific Software - Peer-reviewed
- Jupyter Notebook
Published by zsylvester over 1 year ago
Segmenteverygrain - segmenteverygrain v0.1.8
General code cleanup and better documentation. New function for working with large images, by breaking it up into patches. New option for cleaning up the SAM segmentation result when it is of poor quality and contains large objects that span multiple grains.
Scientific Software - Peer-reviewed
- Jupyter Notebook
Published by zsylvester over 1 year ago
Segmenteverygrain - segmenteverygrain v0.1.7
Fixed installation issues.
Scientific Software - Peer-reviewed
- Jupyter Notebook
Published by zsylvester over 1 year ago
Segmenteverygrain - segmenteverygrain v0.1.3
Better Unet model and improved Unet training. Added notebook with georeferenced example. Deleted images as they were taking up too much space. https://pypi.org/project/segmenteverygrain/0.1.3/
Scientific Software - Peer-reviewed
- Jupyter Notebook
Published by zsylvester almost 2 years ago