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Color Blob Analysis

Color Blob Analysis

Machine Learning-Based Object Recognition

The Color Blob Analysis licenses include pylon vTools for blob analysis tasks that cannot be solved with common grayscale thresholding techniques, such as identifying objects by color. They include a machine-learning based pixel classifier for training and applying a Gaussian Mixture Model. Simply use a live image from a connected camera or load an image from a file, mark the pixels belonging to the object, and perform the training within seconds. In combination with the included additional pylon vTools for region morphology and object filtering, you can then use the trained model to identify and analyze regions, objects and structures with outstanding robustness, accuracy and performance.

pylon vTools are part of Basler's pylon Camera Software Suite. Download pylon to use pylon vTools

Please note: Licenses for pylon vTools are protected by hardware dongles. For activation of commercial licenses, you need one USB dongle per system onto which the licenses are loaded. Learn more

pylon Color BLOB Analysis Basic

Training and application of a model for one class - including vTools for region morphology, object filtering, and feature extraction.

The license specifications give you an overview of the pylon vTools that are included in a license, and their functionalities.

  Basic License Specifications
vTool
Color Classifier
Annotation on live image
Adjustable intensity (Rejection Threshold)
Annotation on stored image
GMM-Classifier
Region Feature Extraction
Area
Bounding box
Gravity center
Axially parallel box
Rectangularity
Roundness
Region Morphology
Dilation
Fill
Closing
Erosion
Region splitting
Rectangular or circular
Opening
Region Selection
Filter by area
Filter by rectangularity
Filter by roundness

pylon Color BLOB Analysis Basic

Article name pylon Color BLOB Analysis Basic
Order Number 20081
Net list price For larger quantities and individual prices, please use the request cart.
Destination
Operating System
  • Windows: 10 (64 bit), 11 (64 bit)
  • Linux x86 Ubuntu 18.04 or newer (64bit)
  • Linux ARM: Ubuntu 16.04 or newer
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