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SpecimINSIGHT software user interface on laptop

SpecimINSIGHT is an offline hyperspectral image processing software developed by Specim. It allows users to browse and explore hyperspectral data, create and validate classification and quantification models.

Featuring an intuitive and user-friendly graphical user interface, it is a practical and effective tool for building inspection models and turning hyperspectral data into powerful and customizable real-time inspection and sorting applications.

Models created with SpecimINSIGHT can be deployed on the SpecimCUBE platform for real-time data processing, making INSIGHT an integral part of the SpecimONE spectral imaging platform which supports all Specim hyperspectral camera dataset formats.

SpecimINSIGHT Software user interface

Browse and View Hyperspectral Data

  • Supports all Specim camera dataset formats
  • Supports one or several datasets and different spectral ranges
  • Data stored locally
  • Supported o/s Windows 10
  • Sample data format ENVI
Exploring and Analyzing data with SpecimINSIGHT

Explore and Analyze Hyperspectral Data

  • Classify different materials and quantify product properties based on their spectral signatures
  • Offers powerful spectral data mining tools such as Principal Component Analysis (PCA)
  • Includes preset standard application tools such as color coordinates for color analysis and NDVI for vegetation analysis
  • Radiometric / radiance data supported
  • Tools to measure statistics on spectra and their band selections and to create selections based on the statistics
Model creation and training with SpecimINSIGHT

Create Classification Models by Training and Validation

  • Build and validate classification and quantification models quickly online
  • Analyze multiple variables simultaneously (eg. moisture and fat content)
  • Combine qualitative classification and quantitative analysis
  • Maximize model performance by model tuning
  • A robust and fast classification algorithm PLS-DA
  • Powerful calculator for tuned data interpretation algorithms
  • Common preprocessing methods supported by SpecimCUBE
  • Support for MROI functionality to optimize the speed of Specim camera
SpecimONE Flow Chart

Apply

  • Transfer the classification models created with SpecimINSIGHT to SpecimCUBE and apply them for real-time data processing
  • Suitable for both industry and research applications inline, at-line, and in the laboratory.
  • Sorting, quality inspection, and process optimization
  • Analysis, quantification and monitoring of nutrients, moisture, protein, sugar, fat, pH values, etc.
  • Optimize the camera speed based on selected bands