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C++ Face Recognition demo #3685

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19a5d7f
add cpp face recognition demo
ivan-vikhrev Jan 31, 2023
79a63a5
fix arguments naming in readme
ivan-vikhrev Jan 31, 2023
fd9cb6f
remove std::filesystem usage
ivan-vikhrev Feb 8, 2023
b5dd2b3
remove inline class member init; remove commented code
ivan-vikhrev Feb 13, 2023
aa75fe4
Apply suggestions from code review
ivan-vikhrev Feb 22, 2023
2237557
remove nthreads; upd readmes
ivan-vikhrev Feb 22, 2023
e8c83b7
fix flags dashes
ivan-vikhrev Feb 22, 2023
e42cd09
Update demos/face_recognition_demo/cpp/main.cpp
ivan-vikhrev Feb 22, 2023
7e2778f
add landmarks rendering; removed in class static member initialization
ivan-vikhrev Feb 28, 2023
a3f79a7
fix tests
ivan-vikhrev Feb 28, 2023
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fix flags dashes
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@ivan-vikhrev
ivan-vikhrev committed Feb 22, 2023
commit e8c83b738d720f8010d5335f6bec958ff8410600
10 changes: 5 additions & 5 deletions demos/face_recognition_demo/cpp/README.md
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Expand Up @@ -128,12 +128,12 @@ Running the application with the `-h` option:
[--mlm <MODEL FILE>] path to the Facial Landmarks Regression Retail model (.xml) file
[--mreid <MODEL FILE>] path to the Face Recognition model (.xml) file.
[--mas <MODEL FILE>] path to the Antispoofing Classification model (.xml) file.
[ -t_fd <NUMBER>] probability threshold for face detections. Default is 0.5
[ --input_shape <STRING>] specify the input shape for detection network in (width x height) format. Input of model will be reshaped according specified shape.Example: 1280x720. Shape of network input used by default.
[ -t_reid <NUMBER>] cosine distance threshold between two vectors for face reidentification. Default is 0.7
[ -exp <NUMBER>] expand ratio for bbox before face recognition. Default is 1.0
[--t_fd <NUMBER>] probability threshold for face detections. Default is 0.5
[--input_shape <STRING>] specify the input shape for detection network in (width x height) format. Input of model will be reshaped according specified shape.Example: 1280x720. Shape of network input used by default.
[--t_reid <NUMBER>] cosine distance threshold between two vectors for face reidentification. Default is 0.7
[--exp <NUMBER>] expand ratio for bbox before face recognition. Default is 1.0
[--greedy_reid_matching] ([--nogreedy_reid_matching])(don't) use faster greedy matching algorithm in face reid.
[-fg <GALLERY PATH>] path to a faces gallery directory.
[--fg <GALLERY PATH>] path to a faces gallery directory.
[--allow_grow] ([--noallow_grow]) (dont't) allow to grow faces gallery and to dump on disk.
[--crop_gallery] ([--nocrop_gallery]) (dont't) crop images during faces gallery creation.
[--dfd <DEVICE>] specify a device Face Detection model to infer on (the list of available devices is shown below). Use '-d HETERO:<comma-separated_devices_list>' format to specify HETERO plugin. Use '-d MULTI:<comma-separated_devices_list>' format to specify MULTI plugin. Default is CPU
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10 changes: 5 additions & 5 deletions demos/face_recognition_demo/cpp/main.cpp
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Expand Up @@ -120,12 +120,12 @@ void parse(int argc, char *argv[]) {
<< "\n\t[--mlm <MODEL FILE>] " << mlm_msg
<< "\n\t[--mreid <MODEL FILE>] " << mreid_msg
<< "\n\t[--mas <MODEL FILE>] " << mas_msg
<< "\n\t[ -t_fd <NUMBER>] " << tfd_msg
<< "\n\t[ --input_shape <STRING>] " << input_shape_msg
<< "\n\t[ -t_reid <NUMBER>] " << treid_msg
<< "\n\t[ -exp <NUMBER>] " << exp_msg
<< "\n\t[--t_fd <NUMBER>] " << tfd_msg
<< "\n\t[--input_shape <STRING>] " << input_shape_msg
<< "\n\t[--t_reid <NUMBER>] " << treid_msg
<< "\n\t[--exp <NUMBER>] " << exp_msg
<< "\n\t[--greedy_reid_matching] ([--nogreedy_reid_matching])" << match_algo_msg
<< "\n\t[-fg <GALLERY PATH>] " << fg_msg
<< "\n\t[--fg <GALLERY PATH>] " << fg_msg
<< "\n\t[--allow_grow] ([--noallow_grow]) " << ag_msg
<< "\n\t[--crop_gallery] ([--nocrop_gallery]) " << cg_msg
<< "\n\t[--dfd <DEVICE>] " << dfd_msg
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