dlib C++ Library / News: Recent posts

dlib C++ Library: 19.4 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This is a bug-fix release which fixes a slow resource leak that could occur when using cuDNN.

The latest release of the library can be downloaded from http://dlib.net

Posted by Davis 2017-03-08

dlib C++ Library: 19.3 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This release adds a number of new features, most notably new deep learning tools including a state-of-the-art face recognition example using dlib's deep learning API. See http://dlib.net/dnn_face_recognition_ex.cpp.html for an introduction.

The latest release of the library can be downloaded from http://dlib.net

Posted by Davis 2017-02-22

dlib C++ Library: 19.2 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This release adds a number of new features, most important of which is a deep convolutional neural network version of the max-margin object detection algorithm. This tool makes it very easy to create high quality object detectors. See http://dlib.net/dnn_mmod_ex.cpp.html for an introduction.... read more

Posted by Davis 2016-10-10

dlib C++ Library: 19.1 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This release adds support for cuDNN 5.1 as well as a number of minor bug fixes and usability improvements.

The latest release of the library can be downloaded from http://dlib.net

Posted by Davis 2016-08-13

dlib C++ Library: 19.0 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This release adds a deep learning toolkit to dlib that has a clean and fully documented C++11 API. It also includes CPU and GPU support, binds to cuDNN, can train on multiple GPUs at a time, and comes with a pretrained imagenet model based on ResNet34.

The release also adds a number of other improvements such as new elastic net regularized solvers and QP solvers, improved MATLAB binding tools, and other usability tweaks and optimizations.... read more

Posted by Davis 2016-06-26

dlib C++ Library: 18.18 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This release has focused on build system improvements, both for the Python API and C++ builds using CMake. This includes adding a setup.py script for installing the dlib Python API as well as a make install target for installing a C++ shared library for non-Python use.... read more

Posted by Davis 2015-10-29

dlib C++ Library: 18.17 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This release adds new clustering tools as well as upgrades the shape_predictor to allow training on datasets with missing landmarks. It also includes bug fixes and minor usability improvements.

The latest release of the library can be downloaded from http://dlib.net

Posted by Davis 2015-08-16

dlib C++ Library: 18.16 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This release adds a tool for solving linear model predictive control problems as well as improved python bindings and other usability improvements.

The latest release of the library can be downloaded from:
https://sourceforge.net/projects/dclib/files/latest/download

Posted by Davis 2015-06-04

dlib C++ Library: 18.15 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This release adds an implementation of the least-squares policy iteration algorithm, a tool for plotting 3D point clouds, and a few bug fixes and usability improvements.

The latest release of the library can be downloaded from:
https://sourceforge.net/projects/dclib/files/latest/download

Posted by Davis 2015-04-30

dlib C++ Library: 18.14 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This release adds an implementation of spectral clustering as well as a few bug fixes and usability improvements.

The latest release of the library can be downloaded from:
https://sourceforge.net/projects/dclib/files/latest/download

Posted by Davis 2015-03-01

dlib C++ Library: 18.13 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

In addition to a number of minor bug fixes and usability improvements, this release adds the following major features:
- A real-time video object tracker
- Python APIs for using dlib's shape prediction and face landmarking tools

The latest release of the library can be downloaded from:
https://sourceforge.net/projects/dclib/files/latest/download

Posted by Davis 2015-02-04

dlib C++ Library: 18.12 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This release adds tools for computing 2D FFTs, Hough transforms, image skeletonizations, and also a simple and type safe API for calling C++ code from MATLAB.

The latest release of the library can be downloaded from:
https://sourceforge.net/projects/dclib/files/latest/download

Posted by Davis 2014-12-20

dlib C++ Library: 18.11 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

This release contains mostly minor bug fixes and usability improvements, with the notable exception of new routines for extracting local-binary-pattern features from images and improved tools for learning distance metrics.

The latest release of the library can be downloaded from:
https://sourceforge.net/projects/dclib/files/latest/download

Posted by Davis 2014-11-13

dlib C++ Library: 18.10 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

In addition to a number of usability improvements, this release adds an implementation of the recent paper "One Millisecond Face Alignment with an Ensemble of Regression Trees" by Vahid Kazemi and Josephine Sullivan. This includes tools for performing high quality face landmarking as well as tools for training new landmarking models. See the face_landmark_detection_ex.cpp and train_shape_predictor_ex.cpp example programs for an introduction.... read more

Posted by Davis 2014-08-29

dlib C++ Library: 18.9 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools that facilitate creating complex software in C++ to solve real world problems.

This release fixes a bug in the way file serialization was being handled on MS Windows platforms.

The latest release of the library can be downloaded from:
https://sourceforge.net/project/platformdownload.php?group_id=130373

Posted by Davis 2014-06-16

dlib C++ Library: 18.8 Released

Dlib is a C++ toolkit containing machine learning algorithms and tools that facilitate creating complex software in C++ to solve real world problems.

This release has been focused on minor bug fixing and usability improvements.

The latest release of the library can be downloaded from:
https://sourceforge.net/project/platformdownload.php?group_id=130373

Posted by Davis 2014-06-02

dlib C++ Library: 18.7 Released

Dlib is a cross platform software library written in the C++ programming language. It provides tools for developing portable applications that deal with networking, threads, graphical interfaces, data structures, linear algebra, machine learning, XML and text parsing, numerical optimization, Bayesian nets and numerous other tasks.

The major new feature in this release is a Python API for training histogram-of-oriented-gradient based object detectors and examples showing how to use this type of detector to perform real-time face detection. Additionally, this release also adds simpler interfaces for learning to solve assignment and multi-target tracking problems.... read more

Posted by Davis 2014-04-09

dlib C++ Library: 18.6 Released

Dlib is a cross platform software library written in the C++ programming language. It provides tools for developing portable applications that deal with networking, threads, graphical interfaces, data structures, linear algebra, machine learning, XML and text parsing, numerical optimization, Bayesian nets and numerous other tasks.

This release adds a tool for training histogram-of-oriented-gradient based object detectors and examples showing how to use this type of detector to perform real-time face detection. The release also adds multi-threaded training options for the multiclass classifiers as well as numerous other usability improvements.... read more

Posted by Davis 2014-02-03

dlib C++ Library: 18.5 Released

Dlib is a cross platform software library written in the C++ programming language. It provides tools for developing portable applications that deal with networking, threads, graphical interfaces, data structures, linear algebra, machine learning, XML and text parsing, numerical optimization, Bayesian nets and numerous other tasks.

This release adds bound constrained non-linear optimizers using the BFGS and L-BFGS methods. It also includes a new tool for learning a max-margin Mahalanobis distance metric as well as routines for easily computing Felzenszwalb's 31 channel HOG image representation.... read more

Posted by Davis 2013-10-22

dlib C++ Library: 18.4 Released

Dlib is a cross platform software library written in the C++ programming language. It provides tools for developing portable applications that deal with networking, threads, graphical interfaces, data structures, linear algebra, machine learning, XML and text parsing, numerical optimization, Bayesian nets and numerous other tasks.

This release has been focused on improving the speed and usability of dlib's structural support vector machine solver. This includes two new tutorial style example programs showing how to use the solver from either C++ or Python.... read more

Posted by Davis 2013-08-28

dlib C++ Library: 18.3 Released

Dlib is a cross platform software library written in the C++ programming language. It provides tools for developing portable applications that deal with networking, threads, graphical interfaces, data structures, linear algebra, machine learning, XML and text parsing, numerical optimization, Bayesian nets and numerous other tasks.

This release brings a tool for solving large scale support vector regression problems to the library as well as a structural SVM tool for learning BIO or BILOU style sequence tagging models. It also adds python interfaces to a number of dlib's machine learning tools.... read more

Posted by Davis 2013-06-21

dlib C++ Library: 18.2 Released

Dlib is a cross platform software library written in the C++ programming language. It provides tools for developing portable applications that deal with networking, threads, graphical interfaces, data structures, linear algebra, machine learning, XML and text parsing, numerical optimization, Bayesian nets and numerous other tasks.

This release has primarily focused on improving the flexibility and ease of use of the object detection tools. ... read more

Posted by Davis 2013-05-31

dlib C++ Library: 18.1 Released

Dlib is a cross platform software library written in the C++ programming language. It provides tools for developing portable applications that deal with networking, threads, graphical interfaces, data structures, linear algebra, machine learning, XML and text parsing, numerical optimization, Bayesian nets and numerous other tasks.

In addition to some bug fixes, this release also brings the following notable improvements to the library: ... read more

Posted by Davis 2013-03-25

dlib C++ Library: 18.0 Released

Dlib is a cross platform software library written in the C++ programming language. It provides tools for developing portable applications that deal with networking, threads, graphical interfaces, data structures, linear algebra, machine learning, XML and text parsing, numerical optimization, Bayesian nets and numerous other tasks.

This release includes a large number of new minor features and usability improvements. It also includes a new machine learning tool for learning to rank objects. This is the dlib::svm_rank_trainer, an implementation of the well known SVM-Rank algorithm. Moreover, the implementation runs in O(n*log(n)) time and is therefore suitable for use with large training datasets.... read more

Posted by Davis 2013-02-04

dlib C++ Library: 17.49 Released

Dlib is a cross platform software library written in the C++ programming language. It provides tools for developing portable applications that deal with networking, threads, graphical interfaces, data structures, linear algebra, machine learning, XML and text parsing, numerical optimization, Bayesian nets and numerous other tasks.

This release brings a number of new features to the library. The highlights include a probabilistic CKY parser, tools for creating applications using the Bulk Synchronous Parallel computing model, and two new clustering algorithms: Chinese Whispers and Newman's modularity clustering. ... read more

Posted by Davis 2012-12-19

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