0.6.5: Merge pull request #196 from PUTvision/devel

• Fix issue with unsupported layer units (not meters)
  deepness.zip

0.6.4

• YOLO OBB (Oriented bounding boxes) support
• YOLO v10 and 11 support
• documentation updates
• bug fixes and typo fixes

0.6.3

Fixes

• Fix shifted class IDs in segmentation

0.6.2

Features

• YOLO v9 support added
• Multihead model support for segmentation and regression
• Documentation updated

Fixes

• Packages installation bug fix
• Packages version installation fixes

Models

• Tree-Tops Detection

0.6.1

Improvements

• Detection NMS speedup with kdtree
• Requirements installation improvements

Fixes

• Installation dialog for requirements crushing sometimes

Models

• Solar PV Segmentation model added

0.6.0

We add "support button" with BuyMeaCoffee.

Features

• Add local caching of large layers with np.memmap
• Add tiles batch processing
• Support for Recogintion model type
• Add support for mean/std standardization of model input

Fixes

• Fix segmentation for 1-channel outputs
• Fix amount of output bands for superresolution
• Fix GUI error with results grouping
• Some loading models and parameters improvements
• Some UI improvements

Models

• Buildings Segmentation [segmentation]
• Land Cover Segmentation Sentinel-2 [segmentation]
• Agriculture segmentation RGB+NIR [segmentation]
• Fire risk assesment [segmentation]
• NAIP Place [recognition]

0.5.4

• YOLO Segmentation Model (Ultralytics) support added
• support for segmentations models with smaller output size than input (compensated by higher overal)

0.5.3

• Support for different YOLO model formats
• Misc fixes

0.5.1

• superresolution engine
• UI improvements
• bug fixes

0.5.0

Some refactorization + new model in zoo