FaceDetectionRecognition Class
FaceRecognitionResult Class
Description
A class used to represent and retrieve data related to faces recognized by a face recognition neural network.
Syntax
class FaceRecognitionResult
Members
| Public Constructors | |
| FaceRecognitionResult::FaceRecognitionResult | Constructs a FaceRecognitionResult object. |
| Public Methods | |
| FaceRecognitionResult::name | Get name of recognized face. |
| FaceRecognitionResult::xMin | Get x coordinate of the top left corner of the bounding box containing the recognized face. |
| FaceRecognitionResult::xMax | Get x coordinate of the bottom right corner of the bounding box containing the recognized face. |
| FaceRecognitionResult::yMin | Get y coordinate of the top left corner of the bounding box containing the recognized face. |
| FaceRecognitionResult::yMax | Get y coordinate of the bottom right corner of the bounding box containing the recognized face. |
NNFaceDetectionRecognition Class
Description
A class used to configure, run, and retrieve results of a face recognition neural network model.
Syntax
class NNFaceDetectionRecognition
Members
| Public Constructors | |
| NNFaceDetectionRecognition::NNFaceDetectionRecognition | Constructs an NNFaceDetectionRecognition object. |
| Public Methods | |
| NNFaceDetectionRecognition::begin | Start face recognition process on input video. |
| NNFaceDetectionRecognition::end | Stop face recognition process on input video. |
| NNFaceDetectionRecognition::registerFace | Register a detected face and assign it a name. |
| NNFaceDetectionRecognition::exitRegisterMode | Exit face registration mode. |
| NNFaceDetectionRecognition::resetRegisteredFace | Reset all previously registered faces. |
| NNFaceDetectionRecognition::backupRegisteredFace | Save currently registered faces to flash. |
| NNFaceDetectionRecognition::restoreRegisteredFace | Load registered faces from flash. |
| NNFaceDetectionRecognition::setThreshold | Set minimum threshold for face recognition confidence level. |
| NNFaceDetectionRecognition::setResultCallback | Set a callback function to receive face recognition results. |
| NNFaceDetectionRecognition::getResultCount | Get number of face recognition results. |
| NNFaceDetectionRecognition::getResult | Get face recognition results. |
FaceRecognitionResult::name
Description
Get name of recognized face.
Syntax
const char* name(void);
Parameters
NA
Returns
A pointer to a character array containing the name of the recognized face.
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
FaceRecognitionResult::xMin
Description
Get x coordinate of the top left corner of the bounding box containing the recognized face.
Syntax
float xMin(void);
Parameters
NA
Returns
A float ranging from 0.00 to 1.00, with 0.00 indicating the left edge of the input video frame and 1.00 indicating the right edge of the input video frame.
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
FaceRecognitionResult::xMax
Description
Get x coordinate of the bottom right corner of the bounding box containing the recognized face.
Syntax
float xMax(void);
Parameters
NA
Returns
A float ranging from 0.00 to 1.00, with 0.00 indicating the left edge of the input video frame and 1.00 indicating the right edge of the input video frame.
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
FaceRecognitionResult::yMin
Description
Get y coordinate of the top left corner of the bounding box containing the recognized face.
Syntax
float yMin(void);
Parameters
NA
Returns
A float ranging from 0.00 to 1.00, with 0.00 indicating the top edge of the input video frame and 1.00 indicating the bottom edge of the input video frame.
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
FaceRecognitionResult::yMax
Description
Get y coordinate of the bottom right corner of the bounding box containing the recognized face.
Syntax
float yMax(void);
Parameters
NA
Returns
A float ranging from 0.00 to 1.00, with 0.00 indicating the top edge of the input video frame and 1.00 indicating the bottom edge of the input video frame.
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
NNFaceDetectionRecognition::begin
Description
Start face recognition process on input video.
Syntax
void begin(void);
Parameters
NA
Returns
NA
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
NNFaceDetectionRecognition::end
Description
Stop face recognition process on input video.
Syntax
void end(void);
Parameters
NA
Returns
NA
Example Code
NA
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
NNFaceDetectionRecognition::registerFace
Description
Register a detected face and assign it a name.
Syntax
void registerFace(String name);
void registerFace(const char* name);
Parameters
name: name to assign to newly registered face, expressed as a String class object or a pointer to a character array.
Returns
NA
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
NNFaceDetectionRecognition::exitRegisterMode
Description
Exit face registration mode.
Syntax
void exitRegisterMode(void);
Parameters
NA
Returns
NA
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
NNFaceDetectionRecognition::resetRegisteredFace
Description
Reset all previously registered faces.
Syntax
void resetRegisteredFace(void);
Parameters
NA
Returns
NA
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
NNFaceDetectionRecognition::backupRegisteredFace
Description
Save currently registered faces to flash.
Syntax
void backupRegisteredFace(void);
Parameters
NA
Returns
NA
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
NNFaceDetectionRecognition::restoreRegisteredFace
Description
Load registered faces from flash.
Syntax
void restoreRegisteredFace(void);
Parameters
NA
Returns
NA
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
NNFaceDetectionRecognition::setThreshold
Description
Set minimum threshold for face recognition confidence level.
Syntax
void setThreshold(uint8_t threshold);
Parameters
threshold: Face recognition confidence threshold, expressed as an unsigned integer ranging from 0 to 100. Default value of 1.
Returns
NA
Example Code
NA
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function. A higher threshold results in a stricter face recognition process. For example increasing the threshold may cause recognition to fail if the face is turned sideways. The default value of 1 has been tested to minimize false positives, while maximizing the conditions for recognizing a registered face.
NNFaceDetectionRecognition::setResultCallback
Description
Set a callback function to receive face recognition results.
Syntax
void setResultCallback(void (*fr_callback)(std::vector));
Parameters
fr_callback: A callback function that accepts a vector of FaceRecognitionResult class objects as argument and returns void.
Returns
NA
Example Code
Example: RTSPFaceRecognition
(https://github.com/ambiot/ambpro2_arduino/blob/dev/Arduino_package/hardware/libraries/NeuralNetwork/examples/RTSPFaceRecognition/RTSPFaceRecognition.ino)
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function. The callback function will be called with the latest results once per iteration.
NNFaceDetectionRecognition::getResultCount
Description
Get number of face recognition results.
Syntax
uint16_t getResultCount(void);
Parameters
NA
Returns
The number of recognized faces in the most recent set of results, as an unsigned integer.
Example Code
NA
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
NNFaceDetectionRecognition::getResult
Description
Get face recognition results.
Syntax
FaceRecognitionResult getResult(uint16_t index);
std::vector getResult(void);
Parameters
index: index of specific face recognition result to retrieve.
Returns
If no index is specified, the function returns all recognized faces contained in a vector of FaceRecognitionResult class objects.
If an index is specified, the function returns the specific recognized face contained in a FaceRecognitionResult class object.
Example Code
NA
Notes and Warnings
“NNFaceRecognition.h” must be included to use the class function.
