Build AI and classifier applications fast!

Neural Networks
Self-Organizing Map
Naive Bayes

K Nearest Neighbor
Back Propagation
Data Preparation

Overview
Components
What's New
Screenshots
FAQ
Downloads
License

What can I build with IntelligenceLab?

IntelligenceLab is an Artificial Intelligence library that can be used for data grouping, SPAM filters, computer vision, speech recognition, or any other classification task.

The library contains classifiers, training components, and a general purpose neuron component.

Typical applications:

SPAM filters.
OCR applications.
Computer Vision.
Speech recognition.
Data classification.
Decision making.

IntelligenceLab is implemented using very fast MMX optimized libraries.

Intel:

Intel MMX
Intel Performance Primitives ( IPP )

IntelligenceLab is fully compatible and directly integrates with SignalLab, VideoLab, AudioLab, VisionLab, InstrumentLab, and PlotLab.

Our component libraries come in 3 versions a VCL - Firemonkey version (for Delphi / C++ Builder / RAD Studio 10.3 or higher), an MFC compatible Visual C++ version, and a .NET 4.0 supporting Visual Studio 2005 or higher.

The RAD Studio version is a set of native VCL and Firemonkey components of which all include now the powerful Mitov Runtime.

The Visual C++ version is a set of native Visual C++ classes (components).

The NET 4.0 (4.5 and higher compatible) version is a set of managed .NET components. The .NET version has the same performance as the native versions, and supports all the Microsoft .NET languages including Visual Basic, C#, J#, F# and C++/CLI.

Due to the unique architecture of the OpenWire platform, the components are implemented the same way in Managed .NET and native Windows (32 and 64 bit) environments. The code to control a component from VB.NET, C++/CLI, C#, and J#, Visual C++ MFC, Delphi, and C++ Builder is almost identical. This allows the developers to migrate and share code between the different environments thus significantly improving the productivity.

OpenWire Libraries: for fast, complex data stream processing with almost zero lines of code!

Classifiers

ILNaiveBayes		Naive Bayesian classifier
ILKNearestNeighbor		Nearest Neighbor classifier
ILNeuralNetwork		Neural Network classifier
ILSelfOrganizingMap		Self Organizing Map classifier
ILRadialBasisFunctionNetwork		Radial Basis Function Network classifier.

Converters

SLPair

Pairs multiple data buffers together

Custom Filters

SLGenericReal		User defined filter for Real data
SLGenericFilter		User defined filter for Binary data
SLGenericRealMatrix		User defined generator for Real matrix data

Generic Filters

SLGenericReal		User defined filter for Real data
SLGenericFilter		User defined filter for Binary data
SLGenericRealMatrix		User defined generator for Real matrix data
TLGenericFilter		User defined timing filter

Generic Generators

SLGenericGen		User defined generator for Binary data
SLGenericRealGen		User defined generator for Real data

Other

ILNeuron		General purpose neuron component
OpenWireStudio		Loads, executes, and exchanges data with OpenWire Studio projects

Signal Filters

SLGenericReal		User defined filter for Real data
SLGenericFilter		User defined filter for Binary data
SLGenericRealMatrix		User defined generator for Real matrix data

Signal Generators

SLGenericGen		User defined generator for Binary data
SLGenericRealGen		User defined generator for Real data

Timing components

TLWatchDogTimer		Implements a Watch Dog Timer.
TLMainThredEvent		Allows other threads to generate main thread notifications.
TLClockGen		Provides clock for other components.
TLThreadEvent		Use this component to execute code in a separated thread
TLStopWatch		Use this component to implement a Stop Watch
TLFrequencyMeter		Use this component to implement a Frequency meter
TLCounter		Use this component to implement a Counter

Training

ILNeuralNetworkBackpropTrain		Trains neural networks using Backprop algorithm
ILNeuralNetworkRPropTrain		Trains neural networks using RProp algorithm
ILTrainingData		Prepares training data for the classifiers

IntelligenceLab: What's New

New in Version 8.0.0.126 (released on 2024-08-19)

Improved Delphi 12 support
Improved Design time property and component editors
Changed to use TOWILNeuralNetworkSourcePin/TOWILNeuralNetworkMultiSinkPin to connect Neural Networks and Trainers
Improved Radial Basis Function classifier component
Added TILTrainingData ClockInputPin, and CLearInputPin
Improved TTLMainThreadEvent implementation
Improved support for Packing/Unpacking Structure and Packet elements
Added option to resize the buffers when loading from files

New in Version 8.0.0.120 (released on 2024-06-14)

Improved Delphi 12.0 support
Improved Persistent Collections Editor
Improved LiveBinding editor performance
Added Terminate for IShellProcess
Added TFileHelper with ContentEquals method
Improved compatibility with the Delphi 12.0 Modern Compiler
Added Unsigned buffer support
Improved performance
Improved Debugger Visualizers
Added HardSigmoid, HyperbolicTangent, Swish, Mish, Exponential, SoftPlus, SoftSign, Identity, RectifiedLinearUnit, ScaledExponentialLinearUnit, and manty other activation functions
Redesigned for the option add any number of other user defined activation functions
Added automatic derivative calculation
Redesigned Neural Network implementation

New in Version 8.0.0.108 (released on 2024-02-21)

Improved C++ Builder support
Improved Design time Performance

New in Version 8.0.0.101 (released on 2023-12-06)

Added Delphi 12 support
Redesigned installation not requiring Admin privileges when compiling the libraries
Improved Performance
Added Sets support
Improved Mitov TypeInfo
Improved Dynamic Type Info
Improved Mitov Design Time API
Redesigned Persistent Collection Editor
Modernized Dialogs
Improved Win64 support
Improved Container Classes
Added TDirecory helper
Large number of bug fixes
Improved Property and Component Editors

New in Version 8.0.0. 77 (released on 2022-04-30)

Updated maintenance release for RAD Studio/Delphi 11.0/11.1 Alexandria with minor improvements

New in Version 8.0.0. 74 (released on 2022-04-25)

Updated maintenance release for RAD Studio/Delphi 10.4 Sydney with minor improvements

New in Version 8.0.0. 73 (released on 2022-04-20)

Updated maintenance release for RAD Studio/Delphi 10.3 Rio with minor improvements

New in Version 8.0.0. 69 (released on 2022-03-28)

Added support of indexed list collection enumebarbles
Improved MAC64 support
Improved OpenWire Graphical Editor
Improved performance

New in Version 8.0.0. 63 (released on 2022-03-09)

Updated maintenance release for RAD Studio/Delphi 10.4 Sydney

New in Version 8.0.0. 62 (released on 2022-03-07)

Updated maintenance release for RAD Studio/Delphi 10.3 Rio

New in Version 8.0.0. 59 (released on 2022-03-02)

Improved RAD Studio 11 compatibility
Improved RGBW and RGBWAlpha color support
Improved Execute Process implementation
Improved support for OpenWire State pins

New in Version 8.0.0. 48 (released on 2022-01-28)

Added basic RGBW and RGBWAlpha support
Number os small design time bug fixes

New in Version 8.0.0. 43 (released on 2021-12-21)

Improved RAD Studio 11 compatibility
Improved Mitov.Runtime collections
Improved performance
Improved Dynamic Type Info support
Improved Visual Live Binding support
Improved elements editor

New in Version 8.0.0. 36 (released on 2021-10-11)

Added RAD Studio 11 support
Improved Performance
Improved Property Editors
Improved Debugger Visualizers
Added more Format Converters
Improved JSON support

New in Version 8.0.0. 27 (released on 2021-06-20)

Improved RAD Studio 10.4 Sydney support
Improved Dynamic Type Info implementation

New in Version 8.0.0. 21 (released on 2021-05-12)

Added RAD Studio 10.4 Sydney support
Improved Dynamic Type Info implementation

New in Version 8.0.0. 0 (released on 2020-11-26)

Redesigned Visual C++ support
Added Byte and Char visual live bindings
Significantly improved loading execution, and editing speed
Significantly improved JSON support
Improved IGDIPlus rendering performance
Modified to use interface class function methods instead of constructors
Redesigned pin path collection to significantly improve the speed
Redesigned to set pin and properties owner fields on creation
Improved pin information caching
CreateLock replaced by Create with Lock parameter
Improved FMX Design Time support
Improved FMX support

New in Version 7.8.3.72 (released on 2020-09-24)

Updated to RAD Studio 10.3 Rio Update 3
Added support for Boolean Buffers
Improved buffer visualizers
Added Audio and Video support to the Packet and Structure components
Added UnpackedOutputPin to the Split Structure and Unpacket components
Improved Unpacket implementation
Improved Visual Live Bindings
Significantly redesigned OpenWire Editor
Added initial Quaternion and 3D Point support
Added OSX64 support
Improved overall performance and stability
Added option to use Const anonymous methods for improved performance
Improved FMX compatibility and support
Simplified JSON API
Improved JSON implementation
Improved sockets implementation
Added Sockets Multicast support
Significantly improved Execute Process implementation
Added support TStrings reverse enumerators and Query interface trough class helper
Improved Dynamic Type Info implementation
Improved Property Collection and Component Collection editors
Improved Property editors

New in Version 7.8.2.288 (released on 2018-12-21)

Added RAD Studio 10.3 Rio support
Improved Dynamic Type Info implementation
Improved property editors

New in Version 7.8.2.271 (released on 2018-11-12)

Added Linux support
Added iOS support
Added RAD Studio 10.2 Tokyo support
Improved MAC, and Android compatibility
Improved bindings API
Improved training design time support
Improved GPU support
Pins converted to use the new Mitov.Runtime serialization
Added OWRequiredPinAttribute support
Added TOWIntToCardinalFormatConverter and TOWCardinalToIntegerFormatConverter
Added TOWRealToRealComplexFormatConverter
Added TOWRealListStatePin and TOWIntegerListStatePin
Added Execute Process
Added Command Line parsing and Process Execute
Added option to disable the design time extentions
Added Socket Binding
Redesigned JSON Serialization
Added TPeriodicThread
Added initial Dynamic Type Info implementation
Added GetIndexedSubProperty in the RTTI
Added GetType for TObject in the RTTI
Added support for both object and class in TMethodInfo.Invoke in the RTTI
Enchanced Query functionality
Added IPairCollection
IArrayWriter renamed to ISequentialWriter
IArrayReader renamed to ISequentialReader
Improved Serialization Readers
Added Reserialize
Improved design time property editors support
Added option to replace property collection items while keeping all compatible settings
Added filtering for property collections
Added support for categorized list property selection
Added TreeView filtering support
Updated to use the latest Delphi language features

New in Version 7.8.0.0 (released on 2016-05-03)

Added RAD Studio 10.1 Berlin support
Removed the old .NET 2.0 Assemblies
Added Visual Live Binding property editors
Added Reset to Default property editors
Added Enum property editors
Added Class events property editors
Added Multi-Event property editors
Added Make/Split Structure components
KNN training is now accessible from code
Added Weight for training and recognition for KNN and RBF
Added Multiprocessor and GPU support for KNN
Added option to Enable the processing engines

New in Version 7.7.0.0 (released on 2015-10-28)

Added 10 Seattle support
Added support for VS2015
Added TOWBoolToIntFormatConverter
Improved threading support
Improved OpenWire Editor
Clock pins changed to MiltiSink
Improved Design Time Editors
Improved JSON support
Improved collections
Added more Live Binding types
Added support for hosting OpenWire Studio projects
Added serialization support in the buffers

New in Version 7.6.0.0 (released on 2015-04-17)

Added TTLGenericFilter
Added more visual live binding types
Significantly improved property Delphi editors

New in Version 7.5.1.0 (released on 2014-12-20)

Improved .NET support
Enchanced OpenWire Editor
Added more visual live bindings

New in Version 7.5.0.0 (released on 2014-11-18)

Includes the free Mitov.Runtime
Added XE7 support

New in Version 7.0.0.0 (released on 2014-04-15)

XE5 and XE6 support
Significantly enchanced OpenWire Editor
Improved Property and component editors
Improved FireMonkey support
Performance improvements
Added Android support
Added TLPProcessingManager component
Added GP GPU support for Radial Basis Function Network
Added parallel execution support for Radial Basis Function Network
Added Weighted Radial Basis Function Network support
Added support for DB signal data binding
Added support for VCL DB Components visual live binding
Added a number of new data bindings
Removed the last OpenCV dependency

New in Version 6.0 (released on 2013-06-12)

Added support for Delphi / C++ Builder / RAD Studio XE4
The OpenWire Editor and Visual Live Binding are now included in the install
Added all the TimingLab Basic component
Improved Firemonkey support
Significantly improved threading model and performance
Significant code reduction due to upgrade to the latest language features such as generics, anonymous methods, and attributes
New design time API and functionality
Better integration with the OpenWire Editor including inplace editors in the OpenWire view
Discontinued support for Delphi and C++ Builder versions older than XE2 due to the lack of support for the latest language features in them
Added internal multithreading in some of the IntelligenceLab components
Improved .NET memory management
Improved .NET design time integration
Improved OpenWire Editor .NET integration

New in Version 5.0.3.1 (released on 2012-10-20)

Fixed a bug when populating existing buffers in .NET generic filters

New in Version 5.0.3 (released on 2012-10-10)

Added support for Delphi / C++ Builder / RAD Studio XE3
Added support for Visual Studio 2012
Improved FireMonkey support
Fixed memory leak for .NET generic filters

New in Version 5.0.2 (released on 2012-04-16)

Added FireMonkey support.
Added 64 bit support for VCL, FireMonkey, and .NET
All .NET assemblies are now managed assemblies.
The .NET assemblies are reduced by half combining low level and high level assemblies, and simplifying deployment.
All .NET assemblies now contain the necessary 32 and 64 bit BPLs and DLLs internally simplifying the deployment.
The .NET Visual C++ redistributables are no longer needed.

New in Version 5.0.1 (released on 2011-10-18)

The managed assemblies are now rewritten in C# for better .NET 4.0 compatibility.
Added support for .NET 4.0 and .NET 3.5 “Client Profile”.
Significantly improved .NET type converters.
Significantly optimized component loading performance in .NET.
Major improvements in the .NET property editors.
Small improvements in the Unicode support for VC++.
Improved VisualStudio 2010 .NET support.
.NET assemblies have been renamed to better match the Microsoft guidelines.
Added .NET 4.0 assemblies.

New in Version 5.0 (released on 2011-09-05)

Added Delphi XE and XE2 support.
Added TILRadialBasisFunctionNetwork component.
Training can be saved and restored.
Neural network training progress can be monitored.
Significantly improved multithreading model adapted for multicore systems, with advanced relaxed interlocking, and with optional per-component dedicated threads.
Added new demos.

New in Version 4.5

This is the first official IntelligenceLab release.

( Click to view Larger images. )

These demos are executable after downloading.
Also see: Demo source code downloads

IntelligenceLab Examples

Face Recognition Demo				Demo: Face Recognition Demo
Self Organizing Map classifier				Demo: Self-Organizing Map demo
Naive Bayes classifier				Demo: Naive Bayes demo
K Nearest Neighbor classifier				Demo: K-Nearest Neighbors demo
Neural Network classifier				Demo: Neural Network demo

IntelligenceLab: Frequently Asked Questions

Q: Do I have to purchase IntelligenceLab?

A: InstrumentLab is free for non commercial purposes. This means that you can use it for personal pleasure, hobby, or evaluation purposes. If you are student you can also use it for free for your educational needs including school projects. If you are a tutor at present you also can use it for free for your classes. However in the near future a low cost tutor license will be available, and you will have to purchase it. Your students however will not need license to use the product at class.

Q: Is IntelligenceLab multithreading? Will it stop streaming while I move the window with the mouse?

A: Yes. IntelligenceLab is fully multithreaded and will not stop streaming while the main thread is busy.

IntelligenceLab Installers

Firemonkey and VCL Installer: IntelligenceLab 8.0.0.126 VCL and FireMonkey for 12.0 Athens

Updated on 2024-08-20, downloaded 108 times.

Firemonkey and VCL Installer: IntelligenceLab 8.0.0.77 VCL and FireMonkey 32 & 64 bit support for 11.X Alexandria

Updated on 2022-04-30, downloaded 342 times.

Firemonkey and VCL Installer: IntelligenceLab 8.0.0.74 VCL and FireMonkey 32 & 64 bit support for 10.4 Sydney Update 2

Updated on 2022-04-25, downloaded 211 times.

Firemonkey and VCL Installer: IntelligenceLab 8.0.0.73 VCL and FireMonkey 32 & 64 bit support for 10.3 Rio Update 3

Updated on 2022-04-20, downloaded 270 times.

Visual C++ Installer: IntelligenceLab 8.0.0.0 for Visual C++ MFC

Updated on 2020-11-26, downloaded 1630 times.

.NET Installer: IntelligenceLab 8.0.0.1 for Microsoft .NET 4.0 (4.5 and 4.6 compatible)

Updated on 2020-11-26, downloaded 3370 times.

Legacy Firemonkey and VCL Installer: IntelligenceLab 7.8.2.288 VCL and FireMonkey 32 & 64 bit support for 10.2 Tokyo and 10.3 Rio

Updated on 2018-12-22, downloaded 1630 times.

Legacy Firemonkey and VCL Installer: IntelligenceLab 7.8.2.0 VCL and FireMonkey 32 & 64 bit support for XE8 to 10.1 Berlin

Updated on 2016-06-06, downloaded 1842 times.

Legacy Firemonkey and VCL Installer: IntelligenceLab 7.7.0.0 VCL and FireMonkey 32 & 64 bit support for XE7 to 10 Seattle

Updated on 2015-10-28, downloaded 768 times.

Legacy Firemonkey and VCL Installer: IntelligenceLab 7.6.1.0 VCL and FireMonkey 32 & 64 bit support for XE6 to XE8

Updated on 2015-06-11, downloaded 742 times.

Legacy Firemonkey and VCL Installer: IntelligenceLab 7.5.0.0 VCL and FireMonkey 32 & 64 bit support for XE4 to XE7

Updated on 2014-11-18, downloaded 727 times.

Legacy Firemonkey and VCL Installer: IntelligenceLab 7.0.0.0 VCL and FireMonkey 32 & 64 bit support for XE3 to XE6

Updated on 2014-04-22, downloaded 1306 times.

Legacy Firemonkey and VCL Installer: IntelligenceLab 6.0.0 VCL and FireMonkey (Windows only) 32 and 64 bit support for XE2 to XE4

Updated on 2013-06-13, downloaded 872 times.

Legacy Firemonkey and VCL Installer: IntelligenceLab 5.0.3 VCL and FireMonkey for XE2 Update4 Hotfix1

Updated on 2012-10-13, downloaded 824 times.

Legacy Firemonkey and VCL Installer: Legacy IntelligenceLab 5.0.3 VCL and FireMonkey (Windows only) 32 and 64 bit support for 2010 to XE

Updated on 2012-10-11, downloaded 2034 times.

Legacy Firemonkey and VCL Installer: IntelligenceLab 5.0.1 for Delphi/C++ Builder 5 to 2009

Updated on 2011-10-18, downloaded 4168 times.

Demos

These demos are executable after downloading. Also see: Demo source code downloads

K-Nearest Neighbors demo	Demonstrates a machine learning algorithm for classifying objects
Neural Network demo	Demonstrates a neural network classifier
Self-Organizing Map demo	Demonstrates a type of neural network that uses unsupervised learning
Naive Bayes demo	Demonstrates a Naive Bayes classifier
Face Recognition Demo	Demonstrates training a Radial Basis Function Network to recognize faces, and then performing the actual recognition.

The libraries are licensed per developer, and there are no royalties required. Once you have purchased a developer license, you are free to distribute your final product without the need to pay any royalties or other fees as long as you comply with the following license agreement:

LICENSE - AGREEMENT

Users of the LabPacks Component Pack(Software) must accept these terms of license.

If you refuse to accept the terms of license, you may not use this software, and you have the right to return it within 30 days of the purchase date, and to receive your money back.

For your convenience a copy of this license agreement will be stored on your system during the installation.

This license grants you the following rights:

You have a non exclusive license to the Software. The Title and all intangible rights to the Software are the property of Mitov Software .

You may install and use one copy of the Software per computer assuming only one and the same person will use the Software on all of the computers. You may distribute any application that includes Software without any additional royalties beyond your initial license registration fee.

You can also create a reasonable set of copies of the product on different types of media, such as CD Rom or Type Backup, as far as those copies are used only for your own back up protection.

Description of the limitations.

You may not reverse engineer, decompile, or disassemble the Software.

The Software is licensed as a single product. You may not rent or lease the Software. You must treat the Software like any other copyrighted material except that you may either (a) a reasonable amount of copies of the Software solely for backup or archival purposes, or (b) install the Software multiple computers provided you keep the original solely for backup or archival purposes and only a single developer will use all of the copies.

You may not separate Delphi and C++ Builder components from this Software.

Each developer must have a valid license for the Software.

You may not create a competing component product using this Software.

Additional restriction to Delphi-VCL and C++ Builder components:

You may not distribute the Delphi-VCL components in a DCU (Delphi Compiled Unit) format. You can distribute the component only as a part of your executable or dynamic link library program in a compiled form.

You may not distribute the C++ Builder components in OBJ format. You can distribute the component only as a part of your executable or dynamic link library program in a compiled form.

Mitov Software grants a limited warranty with these restrictions:

THE SOFTWARE IS SUPPLIED AS IT IS. MITOV SOFTWARE AND ITS SUPPLIERS DISCLAIM ALL WARRANTIES, EITHER EXPRESS OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE, WITH REGARD TO THE SOFTWARE. NO LIABILITY FOR CONSEQUENTIAL DAMAGES. TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, IN NO EVENT SHALL MITOV SOFTWARE OR ITS SUPPLIERS BE LIABLE FOR ANY SPECIAL, INCIDENTAL, INDIRECT, OR CONSEQUENTIAL DAMAGES WHATSOEVER (INCLUDING, WITHOUT LIMITATION, DAMAGES FOR LOSS OF BUSINESS PROFITS, BUSINESS INTERRUPTION, LOSS OF BUSINESS INFORMATION, OR ANY OTHER PECUNIARY LOSS) ARISING OUT OF THE USE OF OR INABILITY TO USE THE SOFTWARE.

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