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kithara支持的Dlib19.17库

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kithara支持的Dlib19.17库
// Copyright (C) 2013 Davis E. King (davis@dlib.net) // License: Boost Software License See LICENSE.txt for the full license. #ifndef DLIB_FRONTAL_FACE_DETECTOr_Hh_ #define DLIB_FRONTAL_FACE_DETECTOr_Hh_ #include "frontal_face_detector_abstract.h" #include "../image_processing/object_detector.h" #include "../image_processing/scan_fhog_pyramid.h" #include #include "../compress_stream.h" #include "../base64.h" namespace dlib { typedef object_detector > > frontal_face_detector; inline const std::string get_serialized_frontal_faces(); inline frontal_face_detector get_frontal_face_detector() { std::istringstream sin(get_serialized_frontal_faces()); frontal_face_detector detector; deserialize(detector, sin); return detector; } // ---------------------------------------------------------------------------------------- /* It is built out of 5 HOG filters. A front looking, left looking, right looking, front looking but rotated left, and finally a front looking but rotated right one. Moreover, here is the training log and parameters used to generate the filters: The front detector: trained on mirrored set of labeled_faces_in_the_wild/frontal_faces.xml upsampled each image by 2:1 used pyramid_down<6> loss per missed target: 1 epsilon: 0.05 padding: 0 detection window size: 80 80 C: 700 nuclear norm regularizer: 9 cell_size: 8 num filters: 78 num images: 4748 Train detector (precision,recall,AP): 0.999793 0.895517 0.895368 singular value threshold: 0.15 The left detector: trained on labeled_faces_in_the_wild/left_faces.xml upsampled each image by 2:1 used pyramid_down<6> loss per missed target: 2 epsilon: 0.05 padding: 0 detection window size: 80 80 C: 250 nuclear norm regularizer: 8 cell_size: 8 num filters: 63 num images: 493 Train detector (precision,recall,AP): 0.991803 0.86019 0.859486 singular value threshold: 0.15 The right detector: trained left-right flip of labeled_faces_in_the_wild/left_faces.xml upsampled each image by 2:1 used pyramid_down<6> loss per missed target: 2 epsilon: 0.05 padding: 0 detection window size: 80 80 C: 250 nuclear norm regularizer: 8 cell_size: 8 num filters: 66 num images: 493 Train detector (precision,recall,AP): 0.991781 0.85782 0.857341 singular value threshold: 0.19 The front-rotate-left detector: trained on mirrored set of labeled_faces_in_the_wild/frontal_faces.xml upsampled each image by 2:1 used pyramid_down<6> rotated left 27 degrees loss per missed target: 1 epsilon: 0.05 padding: 0 detection window size: 80 80 C: 700 nuclear norm regularizer: 9 cell_size: 8 num images: 4748 singular value threshold: 0.12 The front-rotate-right detector: trained on mirrored set of labeled_faces_in_the_wild/frontal_faces.xml upsampled each image by 2:1 used pyramid_down<6> rotated right 27 degrees loss per missed target: 1 epsilon: 0.05 padding: 0 detection window size: 80 80 C: 700 nuclear norm regularizer: 9 cell_size: 8 num filters: 89 num images: 4748 Train detector (precision,recall,AP): 1 0.897369 0.897369 singular value threshold: 0.15 */ inline const std::string get_serialized_frontal_faces() { dlib::base64 base64_coder; dlib::compress_stream::kernel_1ea compressor; std::ostringstream sout; std::istringstream sin; // The base64 encoded data from the file 'object_detector.dat' we want to decode and return. sout << "AW2B5ZIvv09mlKLVYjKqbJC05yeR2KsCpPGEGOgn2QlwM92S4UT4HgQkV0V9WqYRf6xETTSVKz7Z"; sout << "YcJ84Jc4C3+VdPgZDhV+LDt6qAt3OI4nA9zN4Y9cCIb6ivlETkN/JMmapbOAUW2mrSzDif5zjAaq"; sout << "+NFvw/5V0Jciopw9tR6nYtV41unWGvyyfsO9CcqvDy81QIydToHh0a7UaL0jCtA2DYzkViDufxyv"; sout << "Kpsn4xMyiU0haM1ge3UktIO48io/gSzjEKu0YYAffbD2YO1IE34tUH15Z3Z9NjkBFxTytDgrMxk8"; sout << "i9MYq+Nl9nS421aogmec3ugExJYjLZMHs4KAk71jvG8vtJyJEA3qyLY6lvONt98gzQwGQ9+2B6de"; sout << "ocb/DDJUza6mvudHQNJBYraR4gCWcIn9gFu2rJiRHf4IiqP4GEB3B1zKiHfJRo9jZbhxQUitAxAx"; sout << "U/E2SuuHGZDilqK9AJ4K41RAudraxF9li/Bs4f+CK3G8Z/c97P7WLVekJL2ws+MsCdL9ObHE5ePD"; sout << "uLLQWBy5NUbgPVM6HEnhnOiZk3rA4DYNqbABy3uemablAln9BLGkk4wrm2UcicacnzY8Aq054Ttb"; sout << "3CCTcG4SOSPfePl/7T1M6Uy1hOesp5MpXfUR8gBKr4466dbdXCDHSahI05gra6NzxkOpOo2mOqBg"; sout << "LYNGZUkHK4tdRyyD12N1MH+nJiMJbgk+qj54t5i3AuEr/71HTRXoTT8AEYbvc9y4f2WAlliQYXPn"; sout << "O2Uaza3lKYrH7mFjKMNhLfvrezy9fe+1asbSlRKelnU3eY4lhD6fTVJjXqZypBfMnfmGQQJ0Q7g5"; sout << "1Z/9GzpRyZnPSzQljtJgzVp8Gk0z3fuKiXPO9g+s4XL2cEuxBOFij0KGTy4eNitM0gcPc6xzp3tz"; sout << "6Wv0W2h7w4h+V8Bzvyn8ag1sbEO0G1Lf2BrDVM9+pNxFoWFxYHqdoOmJPVvb8PRQqoC5bkqhplFr"; sout << "TR5l3XsQedgwsnkadxNZQ3MbRJyo0JU0kvV1cfphLcn24MIIKqAnw3daXqbJaba+oCUep5GTuzI7"; sout << "nad7ykHNN0iFkgYXMmXJl+F5TsS8y+izuHlXAX6wX1qRVzWJwCpM5oVVG/5eYTzg0J9C1bCcNyHL"; sout << "2w5TJFYrD8bq3O+Y3fiO5LJ8F5/vsu2EBUMi1+eP1WfsTwd6N9jFtF5gA5sHX3zI925aDqVx9byr"; sout << "j4X5yr68p5P6f8wSLL8jzW8i4a0yP3zXlqN6QQDY1ssfNsMf43tOTtmbBlmxviL2egs4gvadD7Gd"; sout << "fRNowL71P3mkqRmnrnihlI01NbDl+Trzsh3EOn43PRC9nl8yo+fYVH8GqS8JGy1xOw4G479vOifI"; sout << "9GC4BGnSDJdKgSnBwI1AJQ2TT8EZ//56lkRlgusg25TwC7uQ1zreeL6baYdgfXSggx3ULdNDGl5o"; sout << "ftRK9LDaop6XvB6I0ITsLYvAoGP/5sHfttDj6HlQW/LlzkSPmzY/FtV6h6bE+k1gG7BANrQjwOW5"; sout << "sfHNYadD1v4zIFdt2su3docGbGP/iDMvM+BmYIBP86zX5eIlTYwDmxXht95T6GCCjS/XuMMy12hd"; sout << "Fdb6lm1O42ieM4KQ/2EOFy3Ij+YOIapzYA6p6Jz9dtINpCojgUHyo6xc4HTNnEKRy+YN+awhb1l2"; sout << "FJdy2/QI3xGVNNTnWcQrsvjGZb/Z3VaZUltrIbnCeEZOeOCM0TxkBEhqFfI3qwMx8PUj+imUlTDM"; sout << "7N+p5sxmKLliHHovOO32ajBTKUSI9IMQzf3QY6dZDts4JkMYQ1xc6lpm679s1KMVVrWuOqiAU5Vs"; sout << "qehfnl+oMRngi0G0BnMne45CjU5RECvhg+Vkkxx0kAp38+9pY3XiO/DuyIxpOSPip2o0+9rZLF1Z"; sout << "cAUGnG85CFEXl96wpxvqVlIULUV2+pNJxdU+q1MkCsxDeXrvfjhEAJpPE38dUb3t4blsNUZ3wJ2w"; sout << "s6cXe0nEPWNkZlmEsXcFpw5zHe0Gd7YpXigz7Z+IVhvplpv686TJiLTpVPW2T1uJvSmMuG/FqvT5"; sout << "JIIMg2of1ydicw5EbWrqhIUzllX3l0u00gFziPmKAioiqCxjWojd9l3Q0Q6IsaZAH+WzV2xFabbY"; sout << "4b8SwoFvhe4qnUQLFdOSTbzeDIKP9B8bSiQwbjUBg3jYEWUrMz+eR9lpGu8603vChIEXaTxyMrO5"; sout << "SCeaVOgPE77potDoSUV1hsoW7ZqGCFH+AGyVTohitS0iqZbIxC7+7rnVP8XfXw5YpSajF94z2TSd"; sout << "jW0KpmuCZ88DTCPFamf5zh917qp/PzQOGTdalr+Ov+ogvrJraDnoE+ONWrdHqBm7Adgn8/wy5vzX"; sout << "fNu1AT14eYrEmWmXvt6JDAbBYqP8Aw8b1QRZff11MblUh0IpztedWhifGy/RFJUN0/e66Mh0cKeF"; sout << "plmK6NqchTzOQMKJVq9jxdyurcjcA0uu4dVJ1XXkAtxBim2J2m0zcwX/+HcRe9VbeNehmDbUC49o"; sout << "ktNvrwbbB1IUV/c0MNCruV359DVINXskQTK12g2X5qprOLW+YPO6CnTFpJRsiFBoLllF1sUTjROH"; sout << "SrHHRYp3W5t5gqfT4afBxmtTmpJEG0oG4eNfMhxEhQ7HjoVhahOM6px9Be9S+4ca/w+zII7NnUkY"; sout << "Iaas+FW7vhOIDOiV82SpJqBjdY9eIP//XGR1DFQKI5cLKmT2/DF8tB9XcqTgmVWNMVt9Xw21CaeR"; sout << "eYeoWvLHlm8o7ahtJCSQ0iHypTZMA16wdJ5IJD5WoYd50rUn58RBa9sTXT/t/KhxJfG5OWXl55eq"; sout << "abYojSlluFyvFSk7Z/wu/EqFUEBD8r4OIrlJCMZl6kKy4E

资源文件列表:

dlib.zip 大约有1168个文件
  1. include/dlib/
  2. include/dlib/algs.h 41KB
  3. include/dlib/all/
  4. include/dlib/any.h 308B
  5. include/dlib/any/
  6. include/dlib/any/any.h 3.76KB
  7. include/dlib/any/any_abstract.h 5.92KB
  8. include/dlib/any/any_decision_function.h 4.92KB
  9. include/dlib/any/any_decision_function_abstract.h 6.49KB
  10. include/dlib/any/any_function.h 26.16KB
  11. include/dlib/any/any_function_abstract.h 8.95KB
  12. include/dlib/any/any_function_impl.h 16.82KB
  13. include/dlib/any/any_function_impl2.h 1.71KB
  14. include/dlib/any/any_trainer.h 5.12KB
  15. include/dlib/any/any_trainer_abstract.h 6.88KB
  16. include/dlib/appveyor/
  17. include/dlib/array.h 257B
  18. include/dlib/array/
  19. include/dlib/array/array_kernel.h 19.8KB
  20. include/dlib/array/array_kernel_abstract.h 11.24KB
  21. include/dlib/array/array_tools.h 937B
  22. include/dlib/array/array_tools_abstract.h 1.09KB
  23. include/dlib/array2d.h 328B
  24. include/dlib/array2d/
  25. include/dlib/array2d/array2d_generic_image.h 1.55KB
  26. include/dlib/array2d/array2d_kernel.h 13.16KB
  27. include/dlib/array2d/array2d_kernel_abstract.h 9.78KB
  28. include/dlib/array2d/serialize_pixel_overloads.h 10.47KB
  29. include/dlib/assert.h 8.96KB
  30. include/dlib/base64.h 233B
  31. include/dlib/base64/
  32. include/dlib/base64/base64_kernel_1.h 2.26KB
  33. include/dlib/base64/base64_kernel_abstract.h 3.59KB
  34. include/dlib/bayes_utils.h 259B
  35. include/dlib/bayes_utils/
  36. include/dlib/bayes_utils/bayes_utils.h 57.19KB
  37. include/dlib/bayes_utils/bayes_utils_abstract.h 31.24KB
  38. include/dlib/bigint.h 825B
  39. include/dlib/bigint/
  40. include/dlib/bigint/bigint_kernel_1.h 13.42KB
  41. include/dlib/bigint/bigint_kernel_2.h 14.24KB
  42. include/dlib/bigint/bigint_kernel_abstract.h 17.47KB
  43. include/dlib/bigint/bigint_kernel_c.h 31.33KB
  44. include/dlib/binary_search_tree.h 1.24KB
  45. include/dlib/binary_search_tree/
  46. include/dlib/binary_search_tree/binary_search_tree_kernel_1.h 59.84KB
  47. include/dlib/binary_search_tree/binary_search_tree_kernel_2.h 53.29KB
  48. include/dlib/binary_search_tree/binary_search_tree_kernel_abstract.h 10.22KB
  49. include/dlib/binary_search_tree/binary_search_tree_kernel_c.h 6.58KB
  50. include/dlib/bit_stream.h 999B
  51. include/dlib/bit_stream/
  52. include/dlib/bit_stream/bit_stream_kernel_1.h 3.01KB
  53. include/dlib/bit_stream/bit_stream_kernel_abstract.h 5.19KB
  54. include/dlib/bit_stream/bit_stream_kernel_c.h 4.64KB
  55. include/dlib/bit_stream/bit_stream_multi_1.h 2.51KB
  56. include/dlib/bit_stream/bit_stream_multi_abstract.h 2.13KB
  57. include/dlib/bit_stream/bit_stream_multi_c.h 3.04KB
  58. include/dlib/bits/
  59. include/dlib/bits/c++config.h 45B
  60. include/dlib/bound_function_pointer.h 315B
  61. include/dlib/bound_function_pointer/
  62. include/dlib/bound_function_pointer/bound_function_pointer_kernel_1.h 22.32KB
  63. include/dlib/bound_function_pointer/bound_function_pointer_kernel_abstract.h 12.81KB
  64. include/dlib/bridge.h 310B
  65. include/dlib/bridge/
  66. include/dlib/bridge/bridge.h 23.06KB
  67. include/dlib/bridge/bridge_abstract.h 12.76KB
  68. include/dlib/bsp.h 217B
  69. include/dlib/bsp/
  70. include/dlib/bsp/bsp.h 30.06KB
  71. include/dlib/bsp/bsp_abstract.h 41.98KB
  72. include/dlib/byte_orderer.h 267B
  73. include/dlib/byte_orderer/
  74. include/dlib/byte_orderer/byte_orderer_kernel_1.h 4.79KB
  75. include/dlib/byte_orderer/byte_orderer_kernel_abstract.h 3.88KB
  76. include/dlib/cassert 42B
  77. include/dlib/clustering.h 404B
  78. include/dlib/clustering/
  79. include/dlib/clustering/bottom_up_cluster.h 8.72KB
  80. include/dlib/clustering/bottom_up_cluster_abstract.h 4.42KB
  81. include/dlib/clustering/chinese_whispers.h 4.45KB
  82. include/dlib/clustering/chinese_whispers_abstract.h 3.92KB
  83. include/dlib/clustering/modularity_clustering.h 18.76KB
  84. include/dlib/clustering/modularity_clustering_abstract.h 6.05KB
  85. include/dlib/clustering/spectral_cluster.h 2.71KB
  86. include/dlib/clustering/spectral_cluster_abstract.h 1.65KB
  87. include/dlib/cmake_utils/
  88. include/dlib/cmake_utils/add_global_compiler_switch.cmake 1.22KB
  89. include/dlib/cmake_utils/check_if_avx_instructions_executable_on_host.cmake 629B
  90. include/dlib/cmake_utils/check_if_neon_available.cmake 579B
  91. include/dlib/cmake_utils/check_if_sse4_instructions_executable_on_host.cmake 638B
  92. include/dlib/cmake_utils/find_blas.cmake 17.27KB
  93. include/dlib/cmake_utils/set_compiler_specific_options.cmake 7.13KB
  94. include/dlib/cmake_utils/tell_visual_studio_to_use_static_runtime.cmake 626B
  95. include/dlib/cmake_utils/test_for_avx/
  96. include/dlib/cmake_utils/test_for_cpp11/
  97. include/dlib/cmake_utils/test_for_cuda/
  98. include/dlib/cmake_utils/test_for_cudnn/
  99. include/dlib/cmake_utils/test_for_neon/
  100. include/dlib/cmake_utils/test_for_sse4/
  101. include/dlib/cmake_utils/use_cpp_11.cmake 4.54KB
  102. include/dlib/cmd_line_parser.h 2.62KB
  103. include/dlib/cmd_line_parser/
  104. include/dlib/cmd_line_parser/cmd_line_parser_check_1.h 18.37KB
  105. include/dlib/cmd_line_parser/cmd_line_parser_check_c.h 18.49KB
  106. include/dlib/cmd_line_parser/cmd_line_parser_kernel_1.h 26.01KB
  107. include/dlib/cmd_line_parser/cmd_line_parser_kernel_abstract.h 25.77KB
  108. include/dlib/cmd_line_parser/cmd_line_parser_kernel_c.h 6.63KB
  109. include/dlib/cmd_line_parser/cmd_line_parser_print_1.h 6.1KB
  110. include/dlib/cmd_line_parser/get_option.h 6.54KB
  111. include/dlib/cmd_line_parser/get_option_abstract.h 5.49KB
  112. include/dlib/compress_stream.h 4.87KB
  113. include/dlib/compress_stream/
  114. include/dlib/compress_stream/compress_stream_kernel_1.h 7.1KB
  115. include/dlib/compress_stream/compress_stream_kernel_2.h 14.23KB
  116. include/dlib/compress_stream/compress_stream_kernel_3.h 10.75KB
  117. include/dlib/compress_stream/compress_stream_kernel_abstract.h 2.79KB
  118. include/dlib/conditioning_class.h 2.43KB
  119. include/dlib/conditioning_class/
  120. include/dlib/conditioning_class/conditioning_class_kernel_1.h 9.06KB
  121. include/dlib/conditioning_class/conditioning_class_kernel_2.h 14.41KB
  122. include/dlib/conditioning_class/conditioning_class_kernel_3.h 11.99KB
  123. include/dlib/conditioning_class/conditioning_class_kernel_4.h 15.65KB
  124. include/dlib/conditioning_class/conditioning_class_kernel_abstract.h 7.76KB
  125. include/dlib/conditioning_class/conditioning_class_kernel_c.h 5.11KB
  126. include/dlib/config.h 1.51KB
  127. include/dlib/config_reader.h 990B
  128. include/dlib/config_reader/
  129. include/dlib/config_reader/config_reader_kernel_1.h 21.2KB
  130. include/dlib/config_reader/config_reader_kernel_abstract.h 14.08KB
  131. include/dlib/config_reader/config_reader_thread_safe_1.h 12.03KB
  132. include/dlib/config_reader/config_reader_thread_safe_abstract.h 1.34KB
  133. include/dlib/console_progress_indicator.h 6.45KB
  134. include/dlib/control.h 252B
  135. include/dlib/control/
  136. include/dlib/control/approximate_linear_models.h 3.52KB
  137. include/dlib/control/approximate_linear_models_abstract.h 7.09KB
  138. include/dlib/control/lspi.h 4.83KB
  139. include/dlib/control/lspi_abstract.h 5.96KB
  140. include/dlib/control/mpc.h 12.01KB
  141. include/dlib/control/mpc_abstract.h 9.59KB
  142. include/dlib/cpp_pretty_printer.h 907B
  143. include/dlib/cpp_pretty_printer/
  144. include/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_1.h 19.82KB
  145. include/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_2.h 16.89KB
  146. include/dlib/cpp_pretty_printer/cpp_pretty_printer_kernel_abstract.h 2.61KB
  147. include/dlib/cpp_tokenizer.h 941B
  148. include/dlib/cpp_tokenizer/
  149. include/dlib/cpp_tokenizer/cpp_tokenizer_kernel_1.h 23.38KB
  150. include/dlib/cpp_tokenizer/cpp_tokenizer_kernel_abstract.h 7.09KB
  151. include/dlib/cpp_tokenizer/cpp_tokenizer_kernel_c.h 3.8KB
  152. include/dlib/crc32.h 229B
  153. include/dlib/crc32/
  154. include/dlib/crc32/crc32_kernel_1.h 8.58KB
  155. include/dlib/crc32/crc32_kernel_abstract.h 3.03KB
  156. include/dlib/cstring 42B
  157. include/dlib/cuda/
  158. include/dlib/cuda/cpu_dlib.h 13.46KB
  159. include/dlib/cuda/cublas_dlibapi.h 1.37KB
  160. include/dlib/cuda/cuda_data_ptr.h 8.71KB
  161. include/dlib/cuda/cuda_dlib.h 14.05KB
  162. include/dlib/cuda/cuda_errors.h 1.8KB
  163. include/dlib/cuda/cuda_utils.h 14.76KB
  164. include/dlib/cuda/cudnn_dlibapi.h 16.6KB
  165. include/dlib/cuda/curand_dlibapi.h 1.85KB
  166. include/dlib/cuda/cusolver_dlibapi.h 1.86KB
  167. include/dlib/cuda/gpu_data.h 7.94KB
  168. include/dlib/cuda/gpu_data_abstract.h 10.14KB
  169. include/dlib/cuda/tensor.h 21.15KB
  170. include/dlib/cuda/tensor_abstract.h 24.96KB
  171. include/dlib/cuda/tensor_tools.h 62.59KB
  172. include/dlib/data_io.h 397B
  173. include/dlib/data_io/
  174. include/dlib/data_io/image_dataset_metadata.h 5.29KB
  175. include/dlib/data_io/libsvm_io.h 9.1KB
  176. include/dlib/data_io/libsvm_io_abstract.h 4.25KB
  177. include/dlib/data_io/load_image_dataset.h 18KB
  178. include/dlib/data_io/load_image_dataset_abstract.h 15.95KB
  179. include/dlib/data_io/mnist.h 849B
  180. include/dlib/data_io/mnist_abstract.h 1.9KB
  181. include/dlib/dir_nav.h 364B
  182. include/dlib/dir_nav/
  183. include/dlib/dir_nav/dir_nav_extensions.h 4.5KB
  184. include/dlib/dir_nav/dir_nav_extensions_abstract.h 6.57KB
  185. include/dlib/dir_nav/dir_nav_kernel_1.h 17.84KB
  186. include/dlib/dir_nav/dir_nav_kernel_2.h 18.37KB
  187. include/dlib/dir_nav/dir_nav_kernel_abstract.h 15.15KB
  188. include/dlib/dir_nav/posix.h 198B
  189. include/dlib/dir_nav/windows.h 198B
  190. include/dlib/directed_graph.h 821B
  191. include/dlib/directed_graph/
  192. include/dlib/directed_graph/directed_graph_kernel_1.h 24.5KB
  193. include/dlib/directed_graph/directed_graph_kernel_abstract.h 11.79KB
  194. include/dlib/disjoint_subsets.h 329B
  195. include/dlib/disjoint_subsets/
  196. include/dlib/disjoint_subsets/disjoint_subsets.h 3.66KB
  197. include/dlib/disjoint_subsets/disjoint_subsets_abstract.h 2.99KB
  198. include/dlib/disjoint_subsets/disjoint_subsets_sized.h 3.76KB
  199. include/dlib/disjoint_subsets/disjoint_subsets_sized_abstract.h 4.14KB
  200. include/dlib/dlib_basic_cpp_build_tutorial.txt 654B
  201. include/dlib/dlib_include_path_tutorial.txt 1.01KB
  202. include/dlib/dnn.h 1.22KB
  203. include/dlib/dnn/
  204. include/dlib/dnn/core.h 128.11KB
  205. include/dlib/dnn/core_abstract.h 66.87KB
  206. include/dlib/dnn/input.h 29.18KB
  207. include/dlib/dnn/input_abstract.h 18.19KB
  208. include/dlib/dnn/layers.h 118.32KB
  209. include/dlib/dnn/layers_abstract.h 107.54KB
  210. include/dlib/dnn/loss.h 115.62KB
  211. include/dlib/dnn/loss_abstract.h 66.63KB
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