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Navigation: Freeware Home - Development - Components & Libraries - dlib C++ library

dlib C++ library 17.46 freeware     Save this freeware to your freeware selection - Saved Freeware


Author

Davis King
OS WinXP, Windows Vista, Windows Vista x64, Windows 7, Windows 7 x64
Date Released April 20, 2012
Downloads 198
Filesize 4.40 MB
Keywords c++ library, Abstraction layer, portable library, library, c++, tcp
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Free vector - dlib C++ library freeware - The Latest Versions History

Version Date Released Status Release Notes
17.46 Apr 20, 2012 New Release New Stuff:
Image Processing:
· Added the option to make the features generated by the poly_image
· rotationally invariant.
· Added a set of routines for warping, scaling, and resizing images.
· See the new "Scaling and Rotating" section of the image processing
· documentation for details.
· Added the heatmap() routine for converting an image into a heatmap.
· Machine Learning
· Updated the sequence labeling trainer to allow the user to set different
· loss values for different labels.
· Added the rls object. It is an implementation of the linear recursive
· least squares algorithm.
· Added the get_option() routines which slightly simplify option parsing
· from the command line and config files.
· Added the 128bit version of Murmur hash.
· Added the rls_filter and kalman_filter objects. These are tools for
· performing Kalman filtering and recursive least squares filtering.
· Added the circular_buffer object.
Non-Backwards Compatible Changes:
· The poly_image generates slightly differen
17.45 Feb 6, 2012 New Release New Stuff:
· Added tools for timing blocks of code
· Machine Learning
· Added a set of tools for learning to solve the assignment problem.
· See the structural_assignment_trainer and its associated example
· program for an introduction.
· Added random projection based locality sensitive hashing tools.
· Added tools to simplify the creation of scan_image_pyramid objects.
· See the object_detector_ex.cpp example program for details.
· Image Processing
· Added sum_filter() and spatially_filter_image_separable_down()
· New feature extractors: poly_image, nearest_neighbor_feature_image, and
· fine_hog_image

Non-Backwards Compatible Changes:
· Changed the serialization format for rand objects.
· Changed the order of arguments for the sequence_labeler's constructor.
· Object Detection Changes
· Some parts of the object detection tools have been refactored. In particular,
· the interfaces of the scan_image_pyramid and structural_object_detection_trainer
· have been changed slightly to improve
17.44 Nov 22, 2011 New Release New Stuff:
· Machine Learning
· Added the histogram intersection kernel for sparse and dense vectors.
· Added a set of tools to allow a user to easily learn to do sequence
· labeling using dlib's structural SVM implementation. See the new
· sequence_labeler object and its associated example program for an
· introduction.

Image processing:
· Added segment_image()
· Added randomly_color_image()
· Added the border_enumerator
· Added the disjoint_subsets object, it is an implementation of the
· union-find algorithm/disjoint-set data structure.
· Added new matrix routines: conv(), conv_same(), conv_valid(), xcorr(),
· xcorr_same(), xcorr_valid(), and flip().
Non-Backwards Compatible Changes:
· Changed find_max_factor_graph_viterbi() so you can use run-time
· defined order and num_states parameters.

Bug fixes:
· The last dlib release added a max_iterations parameter to the
· svm_c_linear_trainer and svm_c_ekm_trainer objects.
17.43 Oct 24, 2011 New Release New Stuff:
Two new routines for performing MAP inference in factor graphs:
· For chain-structured graphs: find_max_factor_graph_viterbi()
· For general graphs: find_max_factor_graph_nmplp()

· Image Processing
· Added more tools for creating image pyramids. See pyramid_down_5_4,
· pyramid_down_4_3, and pyramid_down_3_2.
· Added more image filtering and morphology functions.

Added a set of tools for creating sliding window classifiers:
· Added the scan_image() routine. It is a tool for sliding a set of
· rectangles over an image space and finding the locations where the sum
· of pixels in the rectangles exceeds a threshold. Also added
· scan_image_pyramid, which is a tool for running scan_image() over an
· image pyramid.
· Added the structural_object_detection_trainer. This is a tool which
· formulates the sliding window classifier learning problem as an
· instance of structural SVM learning.
· Added a variety of supporting tools and two object detection example
· programs.
17.42 Jun 28, 2011 New Release New Stuff:
· Added the check_sub_option() method to the command line parser check
· object.
· Added match_endings to the dir_nav utils.
· Added a set_current_dir() function.
· Added the distance_to_rect_edge() routine.
· Added support for user drawn rectangle overlays and selectable overlays
· to the image_display widget.

Bug fixes:
· Fixed a bug in the image_display widget. If you switched it between
· images of a different size while any kind of zoom was in effect
· it could cause a segmentation fault.


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dlib C++ library 17.46 freeware download


... you have any questions, comments, or complaints feel free to email me or post in the sourceforge ... object Machine Learning Algorithms Conventional SMO based Support Vector Machines for classification and regression Reduced-rank methods for large-scale classification and regression Relevance vector machines for classification and regression General purpose multiclass ... solving the optimization problem associated with structural support vector machines. An online kernel RLS regression algorithm An ...
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