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All Examples

Tools Applications Description
Badge Measurement
Local Coordinate Systems, Region Analysis, Shape Fitting Measurement, Object Localization Locates a metal badge with Region Analysis and then measures it with Shape Fitting.
Barcodes (Code128)
Code Reading Identification Detects and recognizes Code128 barcodes.
Barcodes (Code39)
Code Reading Identification Detects and recognizes Code39 barcodes.
Barcodes (EAN13 Addon2)
Code Reading Identification Detects and recognizes EAN13 barcodes with an addon 2.
Barcodes (EAN13 Addon5)
Code Reading Identification Detects and recognizes EAN13 barcodes wit an addon 4.
Barcodes (EAN13)
Code Reading Identification Detects and recognizes EAN13 barcodes.
Barcodes (EAN8)
Code Reading Identification Detects and recognizes EAN8 barcodes.
Barcodes (Interleaved2of5)
Code Reading Identification Detects and recognizes Interleaved 2 of 5 barcodes.
Bars
1D Edge Detection Code Reading Reads a barcode with a basic 1D Edge Detection filter.
Blade
Geometry 2D, Shape Fitting Defect Detection, Measurement Measures an angle on a saw blade after a simple segment fitting.
Blister Inspection (NET GmbH)
Geometry 2D, Region Analysis, Shape Fitting Color Analysis, Defect Detection, Object Localization, Presence Checking Locates a blister using segment fitting, and then inspects it for missing or broken pills.
Bottle Flattening
Camera Calibration, Image Spatial Transforms Maps Image Undistortion Computes a undistortion map which flattens a round object.
Bottle Inspection
1D Edge Detection, Local Coordinate Systems, Template Matching Defect Detection, Measurement, Presence Checking Performs several different inspections on multiple bottles.
Brick destroy (Game)
Advanced Drawing, State Machine Example of usage advanced graphic drawing.
Button Presence
Geometry 2D, Local Coordinate Systems, Region Analysis Presence Checking Verifies if all buttons are correctly placed on a board.
Calibration of World Coordinates
Camera Calibration, Units conversion Measurements Finds an object and converts its location to world coordinates.
Calibration with Chessboard
Camera Calibration, Image Spatial Transforms Maps Image Undistortion Computes a lens undistortion map from a set of images containing a standard calibration chessboard.
Calibration with Chessboard (Advanced)
Camera Calibration, Image Spatial Transforms Maps Image Undistortion Computes a lens undistortion map from a set of images containing a standard calibration chessboard.
Calibration with Custom Grid
Blob Analysis, Camera Calibration, Image Spatial Transforms Maps Image Undistortion Computes a lens undistortion map from a single image with a grid of squares.
Cap
1D Edge Detection, Local Coordinate Systems Defect Detection, Object Localization Locates a cap with simple 1D Edge Detection, and then verifies if it is correctly sealed.
Cap (Advanced)
1D Edge Detection, Local Coordinate Systems Defect Detection, Object Localization Locates a cap with simple 1D Edge Detection, and then verifies if it is correctly sealed.
Capsules
2D Edge Detection, Blob Analysis, Geometry 2D, HMI, Profile Analysis, Region Analysis Defect Detection, Object Localization, Shape Inspection Inspects a dishwasher capsule for wall bends and black spots. Uses tricky post processing of 2D edge detection results.
Coins
Blob Analysis Object Classification Classifies eurocent coins into nominals and then computes the total value.
Comparing Golden Template
Comparing Template Defect Detection Comparing object with previously prepared template image.
Data Classification: Basic MLP Classifier
Data Classification Basic usage of the MLP classifier
Data Classification: Basic SVM Classifier
Data Classification Basic usage of the SVM classifier
Datamatrix
Code Reading Identification Detects and recognizes DataMatrix codes.
Dynamic Template Matching
HMI, Template Matching Object Localization Locates an object in front of a webcam, with the model being created after clicking a HMI button.
Fertilizer Granulation
Point Detection, Shape Fitting Measurement, Object Classification Classifies highly occluded particles. Uses tricky image processing and shape fitting.
Fiducial Markers
Image Processing, Template Matching Position Detection Locates fiducial markers on a PCB. A separate program is used to prepare a template image.
Fourier Analysis
Fourier Transform Simple demonstration of processing an image in the frequency domain.
Fuses
Blob Analysis Defect Detection Inspects fuses and finds the melted one.
Gasket Inspection
Geometry 2D, Shape Fitting, Template Matching Measurement, Object Localization Measures distances between fitted circles and arcs.
Globe Flattening
Image Spatial Transforms Maps Image Undistortion Maps the surface of a globe into a flat map (Mercator's projection).
HMI Application State Saving
HMI Configuration Demonstrates how to use application state saving mechanism in HMI.
HMI Configuration Page
HMI Configuration Demonstrates how to create multi-page user interfaces with tab-control.
HMI Grab Single Image
HMI Configuration Example shows how to save a single image while streaming images from the camera.
HMI Recorder
HMI Configuration Advanced application for recording images.
HMI Start Stop
HMI Configuration Demonstrates how to control application state with HMI buttons.
Inset Distances
1D Edge Detection, Blob Analysis, Geometry 2D, Local Coordinate Systems Measurement, Object Localization Locates an object using fast Blob Analysis and measures a distance between two ridges.
IO HTTP Image Download
IO Communication Downloads an image from a website using HTTP protocol with TcpIp filters.
IO Serial Port Communicator
IO Configuration Application shows how to communicate through the serial port.
L-pipe measurements
1D Edge Detection, Geometry 2D, Shape Fitting, Template Matching Measurement, Object Localization Demonstrates how to use Template Matching and Shape Fitting techniques to measure dimensions of an object lit with a backlight.
Meter
1D Edge Detection, Geometry 2D Position Detection Recognizes the indication of an analog meter.
Missing Chip
Template Matching Object Localization, Presence Checking Detects places where chips were not inserted. Demonstrates superiority of Gray-based Template Matching in some special cases.
Molybdenum Foil
Region Analysis Defect Detection Detects cracks in the molybdenum foil of a halogen lamp.
Mounts (Blob Analysis)
Blob Analysis Defect Detection, Object Classification Inspects a set of metal mounts and determines the broken elements.
Mounts (Contour Analysis)
2D Edge Detection Defect Detection, Object Classification, Shape Inspection Inspects a set of metal mounts and determines the broken elements.
Mounts (Segmentation)
Template Matching Defect Detection, Object Localization Inspects a set of metal mounts and determines the broken elements.
Mounts (Template Matching)
Template Matching Defect Detection, Object Localization Inspects a set of metal mounts and determines the broken elements.
Nails, Screws and Nuts
Blob Analysis Object Classification Separates nails from screws and nuts by performing simple region classification.
OCR Read Number
Optical Character Recognition, Region Analysis Identification Reads a number from an image.
OCR Read Number (SVM)
Optical Character Recognition, Region Analysis Identification Reads a number from an image using a SVM classifier.
Pattern Cutting
Image Processing Defect Detection, Image Restoration Finds missing fragments of a grid by tricky image processing.
Perspective Removal
Camera Calibration, Image Spatial Transforms Maps Image Undistortion Removing perspective distortion from an image.
Pins
Geometry 2D, Point Detection, Shape Fitting Measurement Measures distances between adjacent pins of a connector.
Plate Measurement
Shape Fitting Measurement Measures the length of a metal plate with a ready-made tool.
Plate Measurement (Advanced)
Shape Fitting Measurement Measures the length of a metal plate with a ready-made tool.
Radiator Holes
Geometry 2D, Shape Fitting Measurement Measures distances between holes.
Rubber Ring
Geometry 2D, Image Processing, Profile Analysis, Region Analysis Color Analysis, Defect Detection, Shape Inspection Inspects a rubber band around a chip, detecting improperly assembled segments.
Rubber Ring (Simple)
Geometry 2D, Image Processing, Profile Analysis, Region Analysis Color Analysis, Defect Detection, Shape Inspection Inspects a rubber band around a chip, detecting improperly assembled segments. Example uses simple Blob Analysis Technique.
Seat Mount
Blob Analysis, Geometry 2D, Template Matching Measurement, Object Localization Measures the distance between two holes in a metal part. The holes are detected with a mix of Template Matching and Blob Analysis.
Shipment Verification
1D Edge Detection Object Localization, Presence Checking Counts boxes in a container with simple 1D stripe detection.
Tablets
Blob Analysis, Image Processing Defect Detection, Presence Checking Inspects a conveyor of a production line detecting missing or damaged tablets.
Waffles
Region Analysis Defect Detection Measures chocolate coverage of a waffle.
Washers
Blob Analysis, Geometry 2D, Shape Fitting Measurement, Shape Inspection Measures the deviation between the inner and outer contour of each washer.