dlib C++ library 18.2 freeware
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Author | Davis King |
Released | 2012-04-20 |
Filesize | 4.40 MB |
Downloads | 873 |
OS | Windows XP, Windows Vista, Windows Vista x64, Windows 7, Windows 7 x64 |
Installation | Instal And Uninstall |
Keywords | c++ library, Abstraction layer, portable library, library, c++, tcp |
Users' rating (17 rating) |
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18.2 | Apr 20, 2012 | New Release | New Features: Object Detection Tools: · Added another image scanning tool similar to scan_image_pyramid. This is the new scan_image_boxes object. It allows a user to easily specify an arbitrary set of object boxes which should be checked by an object detector rather than scanning a fixed sized window over the image as is done by the scan_image_pyramid tool. This allows more flexible scanning strategies. For example, it is now possible to use the selective search method implemented by the new find_candidate_object_locations() routine. · Added the binned_vector_feature_image. · Upgraded the object_detector so that you can use the adjust_threshold argument for all versions of the operator() method. · Added remove_unobtainable_rectangles() Hashing Tools: · Added a set of new locality sensitive hashing functions meant for use with larger vectors and higher bit sizes than the current LSH tools. · These are the new hash_similar_angles_xxx objects. |
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 |