Modelling and algorithms
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Train models using Python script Training ONNX model using external python script file
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Model log and version history
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Optimization metric for Machine learning training can be selected
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Minimum Wavelength Mapping (MWL) Breeze GEO MWL mapping
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USGS PRISM MICA with import of MICA color file. Breeze GEO USGS PRISM MICA
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Spatial values descriptor in either mm, m, feet or inches Shape and size
Image segmentation
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Shape file image segmentation Shapefile
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Dimension (number of pixels) for each selection when using representative spectrum
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White reference extraction from image
Hardware
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Unispectral Monarch II camera supported for data acquisition Unispectral
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Hyspex dual camera data acquisition with merging and aligning of image data with Key point detection (SURF, SIFT and ORB) and RANSAC, and detector jump adjustments
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Record length can be set in seconds
Data import and export
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Envi classification format (use with for example QGIS), is available as a format for exporting classifications in image data.
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Data ignore value in Envi files is handled
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YOLOv5 annotation format for export of spectral images
Visualization and interaction
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Histogram for properties and predicted variables in Table
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More colors options for classification categories
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Pixel tooltip for mouse pointer in legend panel for measurement image
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Spectral filters can selected in Pixel Explore
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Pretreatments steps can be shown in Analyse Tree, more on Pretreatments
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Rename study or models in overview
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Invert selection in plots and images
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Copy comments to clipboard
Breeze GEO Requires separate license