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@PatBall1 PatBall1 released this 17 Sep 11:34
· 9 commits to master since this release
v2.0.0
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Learn about vigilant mode.

Major changes and upgrades

Tiling

  • Tiling now works with the path to the orthomosaic as an argument (rather than the orthomosaic). This will require previous scripts to be adjusted.
  • Tiling is now parallelised rather than sequential. This should speed up the tiling process on multi-core systems.

Multispectral compatibility

  • Tiling and training now works with MS imagery (as well as RGB) - this is described in the updated tutorial.
  • There is no upper bound on the number of bands that can be used (except for memory limitations of the system) - this can mean additional spectral and non-spectral (e.g. CHM bands) can be stacked

Multi-class models

  • The functionality of multi-class training has been upgraded - this is described in the updated tutorial
  • It is now easier to train models to detect and classify trees of different types (e.g. species, liana infestations)
  • A "class mapping" is generated at the tiling stage and carried throughout the training and prediction stages

Please raise and issues you find with the new features and we will get them fixed ASAP.

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