OV2.0 c++ interactive_face_detection_demo (#3103)

* OV2.0 c++ interactive_face_detection_demo

* demos/interactive_face_detection_demo/cpp/detectors.cpp: remove + 0

Co-authored-by: Ivan Vikhrev <[email protected]>

* demos/interactive_face_detection: fix code style

* tests: interactive_face_detection supress anti-spoof-mn3

* demos/common/cpp/utils/include/utils/ocv_common.hpp: swap height and width

Co-authored-by: Vladimir Dudnik <[email protected]>

* Change out names for head-pose-estimation-adas-0001, simplyfy tests

* Fix interactive_face_detection_demo tests

* Supress head-pose-estimation-adas-0001

Co-authored-by: Ivan Vikhrev <[email protected]>
Co-authored-by: Vladimir Dudnik <[email protected]>

Author: 3 people

demos/common/cpp/utils/include/utils/ocv_common.hpp

@@ -17,7 +17,6 @@
 #include "utils/shared_blob_allocator.h"
 
 
-
 /**
 * @brief Get cv::Mat value in the correct format.
 */
@@ -183,6 +182,17 @@ static UNUSED ov::Tensor wrapMat2Tensor(const cv::Mat& mat) {
     return ov::Tensor(ov::element::u8, ov::Shape{ 1, height, width, channels }, mat.data);
 }
 
+static inline void resize2tensor(const cv::Mat& mat, const ov::Tensor& tensor) {
+    static const ov::Layout layout{"NHWC"};
+    const ov::Shape& shape = tensor.get_shape();
+    cv::Size size{int(shape[ov::layout::width_idx(layout)]), int(shape[ov::layout::height_idx(layout)])};
+    assert(tensor.get_element_type() == ov::element::u8);
+    assert(shape.size() == 4);
+    assert(shape[ov::layout::batch_idx(layout)] == 1);
+    assert(shape[ov::layout::channels_idx(layout)] == 3);
+    cv::resize(mat, cv::Mat{size, CV_8UC3, tensor.data()}, size);
+}
+
 /**
  * @brief Puts text message on the frame, highlights the text with a white border to make it distinguishable from
  *        the background.

demos/interactive_face_detection_demo/cpp/README.md

@@ -72,10 +72,6 @@ omz_converter --list models.lst
 Running the application with the `-h` option yields the following usage message:
 
 ```
-InferenceEngine:
-    API version ............ <version>
-    Build .................. <number>
-
 interactive_face_detection_demo [OPTION]
 Options:
 
@@ -90,26 +86,7 @@ Options:
     -m_em "<path>"             Optional. Path to an .xml file with a trained Emotions Recognition model.
     -m_lm "<path>"             Optional. Path to an .xml file with a trained Facial Landmarks Estimation model.
     -m_am "<path>"             Optional. Path to an .xml file with a trained Antispoofing Classification model.
-      -l "<absolute_path>"     Required for CPU custom layers. Absolute path to a shared library with the kernels implementation.
-          Or
-      -c "<absolute_path>"     Required for GPU custom kernels. Absolute path to an .xml file with the kernels description.
-    -d "<device>"              Optional. Target device for Face Detection network (the list of available devices is shown below). Default value is CPU. Use "-d HETERO:<comma-separated_devices_list>" format to specify HETERO plugin. The demo will look for a suitable plugin for a specified device.
-    -d_ag "<device>"           Optional. Target device for Age/Gender Recognition network (the list of available devices is shown below). Default value is CPU. Use "-d HETERO:<comma-separated_devices_list>" format to specify HETERO plugin. The demo will look for a suitable plugin for a specified device.
-    -d_hp "<device>"           Optional. Target device for Head Pose Estimation network (the list of available devices is shown below). Default value is CPU. Use "-d HETERO:<comma-separated_devices_list>" format to specify HETERO plugin. The demo will look for a suitable plugin for a specified device.
-    -d_em "<device>"           Optional. Target device for Emotions Recognition network (the list of available devices is shown below). Default value is CPU. Use "-d HETERO:<comma-separated_devices_list>" format to specify HETERO plugin. The demo will look for a suitable plugin for a specified device.
-    -d_lm "<device>"           Optional. Target device for Facial Landmarks Estimation network (the list of available devices is shown below). Default value is CPU. Use "-d HETERO:<comma-separated_devices_list>" format to specify HETERO plugin. The demo will look for a suitable plugin for a specified device.
-    -d_am "<device>"           Optional. Target device for Antispoofing Classification network (the list of available devices is shown below). Default value is CPU. Use "-d HETERO:<comma-separated_devices_list>" format to specify HETERO plugin. The demo will look for a suitable plugin for a specified device.
-    -n_ag "<num>"              Optional. Number of maximum simultaneously processed faces for Age/Gender Recognition network (by default, it is 16)
-    -n_hp "<num>"              Optional. Number of maximum simultaneously processed faces for Head Pose Estimation network (by default, it is 16)
-    -n_em "<num>"              Optional. Number of maximum simultaneously processed faces for Emotions Recognition network (by default, it is 16)
-    -n_lm "<num>"              Optional. Number of maximum simultaneously processed faces for Facial Landmarks Estimation network (by default, it is 16)
-    -n_am "<num>"              Optional. Number of maximum simultaneously processed faces for Antispoofing Classification network (by default, it is 16)
-    -dyn_ag                    Optional. Enable dynamic batch size for Age/Gender Recognition network
-    -dyn_hp                    Optional. Enable dynamic batch size for Head Pose Estimation network
-    -dyn_em                    Optional. Enable dynamic batch size for Emotions Recognition network
-    -dyn_lm                    Optional. Enable dynamic batch size for Facial Landmarks Estimation network
-    -dyn_am                    Optional. Enable dynamic batch size for Antispoofing Classification network
-    -async                     Optional. Enable asynchronous mode
+    -d <device>                Specify a target device to infer on (the list of available devices is shown below). Default value is CPU. Use "-d HETERO:<comma-separated_devices_list>" format to specify HETERO plugin. Use "-d MULTI:<comma-separated_devices_list>" format to specify MULTI plugin. The application looks for a suitable plugin for the specified device.
     -no_show                   Optional. Don't show output.
     -r                         Optional. Output inference results as raw values
     -t                         Optional. Probability threshold for detections