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        • How to activate your 30 days free trial license
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        • How to activate your license using login
        • How to activate your license offline
      Tutorials
      • Classification of Tablets
      • Quantification of powder
      Video
      • Importing your images (Video)
      • Overview of the user interface (Video)
      • Explore the spectral data in your image (Video)
      • Create PCA of your image data (Video)
      • Classification of image data using PLS-DA (Video)
      • Quantification of image data using PLS (Video)
      Documents
        Release Notes
        • v2.7.22 (May 29, 2024)
        • v2.7.21 (January 25, 2024)
        • v2.7.20 (October 5, 2023)
        • v2.7.19 (April 4, 2023)
        • v2.7.18 (January 19, 2023)
        • v2.7.17 (October 27, 2022)
        • v2.7.16
        • v2.7.15
        • v2.7.14
        • v2.7.13
        • v2.7.12
        • v2.7.11
        • v2.7.10
      • Installing Java
    Breeze
      Documentation
        Segmentations
        • Axis percentage (segmentation)
        • Camera (segmentation)
        • Deep learning segmentation
        • Depth interval registration (segmentation)
        • Depth registration (segmentation)
        • Frames (segmentation)
        • Grid and insets
        • Group (segmentation)
        • Horizontal interval
        • Intensity
        • Manual selection (segmentation)
        • Model
        • Model Expression
        • Pixel class from external file
        • Pixel coordinates
        • Python script (segmentation)
        • Representative spectrum
        • Shapefile
        • Structure
        • Unmixing (segmentation)
        Descriptors
        • Area of subsamples
        • Axis percentage (descriptor)
        • Band math
          • Classification of categories
          • Hierarchical classification
        • Classification using expression
        • Clustering
        • Combine properties
        • Combined RGB image
        • Data slicing
        • Distribution of subsamples
        • Distribution statistics
        • Dominant mineral
        • Metadata from measurement
        • Model data (descriptor)
        • MWL mapping
        • Number of subsamples
        • PCA model
        • Pixels by given class
        • Python script (descriptor)
        • Quantification of properties
        • Registration depth
        • Row / column index
        • Saturated pixels
        • Segmentation label
        • Shape and size
        • Spectral angle mapper (descriptor)
        • Statistics (properties)
        • Statistics of pixels (properties)
        • Subsamples by given class
        • Summary of subsamples
        • Train / Test
        • Ternary RGB
        • Unique ID (descriptor)
        • Update classification (descriptor)
        • Unmixing (descriptor)
        • USGS PRISM MICA
        • Vegetation index
        • White / dark values
        Actions
        • Dark reference (Action)
        • Log to file (Action)
        • Lucid Control (Action)
        • Web service (Action)
        • White reference (Action)
      • Pretreatments
      • File format
      Guides
        Installation and getting started
        • Installing Java
        • Mac Install Guide
      • Breeze System Overview
        • Breeze HySpex Recorder
        • Breeze HySpex Recorder Guide
        Licensing
        • How to activate your 30 days free trial license
        • How to activate your license using activation code
        • How to activate your license using login
        • How to activate your license offline
      • Breeze log files and troubleshooting
        • Hardware guides
        • Supported hardware
        • Hardware and settings guide
        • HySpex hardware installation
        • Specim hardware installation guide
        • Specim FX50
        • Unispectral
        • INNO-SPEC
        • Resonon
        • Basler
        • IDS
        • HAIP Solutions
        • Qtechnology
        • HTTP Sample Mover
        • LucidControl Sample Mover
        • Prediktera Data Server
        • Detection Technology camera
        Dark and White References
        • Spectral imaging
        • Reference averaging
        • Continuously update stored white reference based on the dark reference
        • Store White and Dark references
        • Changing spectra
      • Recorder
        • Machine Learning
        • Classification (ML training)
        • Quantification (ML training)
        • Import of ONNX model
        • ONNX image segmentation
        • Training ONNX model using external python script file
        • Enabling GPU acceleration
      • Importing data
      • Spectrum Viewer
      • Segmentation guide
      • Workflow descriptor guide
      • Workflow limits guide
        • Workspace guide
        • Breeze properties
      • Spectral angle mapper (SAM) guide
      • Create end members
      • Depth registration
      • Pixel Mask
        • Editing images
        • Crop image
        • Merging images
      • Using multiple cameras
        • Exporting data
        • Export to CSV text file
        • Export predicted data
        Workspace Settings
        • Measurement Name Template
        • Histogram smoothing
        • Wavelength matching
      • Project options
      Tutorials
        Nut classification
        • Intro to Breeze: Classification of nuts step 1
        • Classification of nuts step 2
        • Classification of nuts step 3
        Powder quantification
        • Quantification of powder samples
      • Plastic Classification
        • Geo
        • Breeze Geo Logging and classifying of the drill core
        • Peru Mineral Mosaic SAM Classification
        Air
        • Field Shapefile Classification
      Video
      • Quantification of powder samples (Video)
      • Classification of nuts step 1 (Video)
      • Classification of nuts step 2 (Video)
      • Breeze 2021.1 New Machine Learning Methods
      Product information
      • v2024.2 (May 29, 2024)
      • v2024.1 (January 25, 2024)
      • v2023.3 (October 5, 2023)
      • v2023.2 (April 4, 2023)
      • v2023.1 (January 19, 2023)
      • v2022.2 (October 24, 2022)
      • v2022.1 / v2022.1.5 (March 1, 2022)
      • v2021.1 (May 3, 2021)
      • v2020.1 (December 2, 2020)
      Articles
        Modelling
        • Cross-validation
    Breeze Runtime
      Guides
      • Introduction to Breeze Runtime development
      • Developers reference guide
      • Event Server
      • Diagnostics
        • Code examples
        • Python client example
        • Python Apply Changes example
      • Breeze Runtime as a Windows Service
      • Recording Runtime data
      • Breeze Client
      • Breeze Runtime Demo
      Tutorials
      • Runtime Classification of nuts

Documentation & tutorials

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    Explore hyperspectral imaging.

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    Hyperspectral imaging made easy.

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