Landmark detection (custom model and class-based)

This change extends existing landmark detection in new ways:
1. Existing logic is hiding HOG model (frontal_face_detector)
underneath and user cannot use other models (CNN model, for example).
2. Bounding box is exposed as additional argument, and user
can define custom bounding box (which is needed, if image used to detect
faces is changed (for example scaled), and we want to crop only face
from original image to feed into shape predictor).
3. This approach is class-based, so no need for multiple loadings of
shape predictor model (only once, in ctor)
pull/1/head
Branko Kokanovic 6 years ago
parent 3f60326661
commit 1a402fc63c

@ -1,5 +1,5 @@
# PDlib - A PHP extension for Dlib
A PHP extension
A PHP extension
## Requirements
- Dlib 19.13+
@ -71,7 +71,19 @@ var_dump($landmarks);
```
#### chinese whisers
Additionally, you can also use class-based approach:
```php
$rect = array("left"=>value, "top"=>value, "right"=>value, "bottom"=>value);
// You can download a trained facial shape predictor from:
// http://dlib.net/files/shape_predictor_5_face_landmarks.dat.bz2
$fld = new FaceLandmarkDetection("path/to/shape/predictor/model");
$parts = $fld->detect("path/to/image.jpg", $rect);
// $parts is integer array where keys are associative values with "x" and "y" for keys
```
Note that, if you use class-based approach, you need to feed bounding box rectangle with values obtained from `dlib_face_detection`. If you use `dlib_face_landmark_detection`, everything is already done for you (and you are using HOG face detection model).
#### chinese whispers
Provides raw access to dlib's `chinese_whispers` function.
Client need to build and provide edges. Edges are provided

@ -43,6 +43,9 @@ static int le_pdlib;
static zend_class_entry *cnn_face_detection_ce = nullptr;
static zend_object_handlers cnn_face_detection_obj_handlers;
static zend_class_entry *face_landmark_detection_ce = nullptr;
static zend_object_handlers face_landmark_detection_obj_handlers;
/* {{{ PHP_INI
*/
/* Remove comments and fill if you need to have entries in php.ini
@ -111,9 +114,32 @@ zend_object* php_cnn_face_detection_new(zend_class_entry *class_type TSRMLS_DC)
static void php_cnn_face_detection_free(zend_object *object)
{
cnn_face_detection *cfd = (cnn_face_detection*)((char*)object - XtOffsetOf(cnn_face_detection, std));
delete cfd->net;
zend_object_std_dtor(object);
cnn_face_detection *cfd = (cnn_face_detection*)((char*)object - XtOffsetOf(cnn_face_detection, std));
delete cfd->net;
zend_object_std_dtor(object);
}
const zend_function_entry face_landmark_detection_class_methods[] = {
PHP_ME(FaceLandmarkDetection, __construct, face_landmark_detection_ctor_arginfo, ZEND_ACC_PUBLIC)
PHP_ME(FaceLandmarkDetection, detect, face_landmark_detection_detect_arginfo, ZEND_ACC_PUBLIC)
PHP_FE_END
};
zend_object* php_face_landmark_detection_new(zend_class_entry *class_type TSRMLS_DC)
{
face_landmark_detection *fld = (face_landmark_detection*)ecalloc(1, sizeof(face_landmark_detection));
zend_object_std_init(&fld->std, class_type TSRMLS_CC);
object_properties_init(&fld->std, class_type);
fld->std.handlers = &face_landmark_detection_obj_handlers;
return &fld->std;
}
static void php_face_landmark_detection_free(zend_object *object)
{
face_landmark_detection *fld = (face_landmark_detection*)((char*)object - XtOffsetOf(face_landmark_detection, std));
delete fld->sp;
zend_object_std_dtor(object);
}
/* {{{ PHP_MINIT_FUNCTION
@ -121,6 +147,8 @@ static void php_cnn_face_detection_free(zend_object *object)
PHP_MINIT_FUNCTION(pdlib)
{
zend_class_entry ce;
// CnnFaceDetection class definition
//
INIT_CLASS_ENTRY(ce, "CnnFaceDetection", cnn_face_detection_class_methods);
cnn_face_detection_ce = zend_register_internal_class(&ce TSRMLS_CC);
cnn_face_detection_ce->create_object = php_cnn_face_detection_new;
@ -128,6 +156,15 @@ PHP_MINIT_FUNCTION(pdlib)
cnn_face_detection_obj_handlers.offset = XtOffsetOf(cnn_face_detection, std);
cnn_face_detection_obj_handlers.free_obj = php_cnn_face_detection_free;
// FaceLandmarkDetection class definition
//
INIT_CLASS_ENTRY(ce, "FaceLandmarkDetection", face_landmark_detection_class_methods);
face_landmark_detection_ce = zend_register_internal_class(&ce TSRMLS_CC);
face_landmark_detection_ce->create_object = php_face_landmark_detection_new;
memcpy(&face_landmark_detection_obj_handlers, zend_get_std_object_handlers(), sizeof(zend_object_handlers));
face_landmark_detection_obj_handlers.offset = XtOffsetOf(face_landmark_detection, std);
face_landmark_detection_obj_handlers.free_obj = php_face_landmark_detection_free;
/* If you have INI entries, uncomment these lines
REGISTER_INI_ENTRIES();
*/

@ -2,6 +2,8 @@
#include "../php_pdlib.h"
#include "face_landmark_detection.h"
#include <zend_exceptions.h>
#include <dlib/image_processing/frontal_face_detector.h>
#include <dlib/image_processing/render_face_detections.h>
#include <dlib/image_processing.h>
@ -13,6 +15,12 @@
using namespace dlib;
using namespace std;
static inline face_landmark_detection *php_face_landmark_detection_from_obj(zend_object *obj) {
return (face_landmark_detection*)((char*)(obj) - XtOffsetOf(face_landmark_detection, std));
}
#define Z_FACE_LANDMARK_DETECTION_P(zv) php_face_landmark_detection_from_obj(Z_OBJ_P((zv)))
PHP_FUNCTION(dlib_face_landmark_detection)
{
char *shape_predictor_file_path;
@ -60,4 +68,106 @@ PHP_FUNCTION(dlib_face_landmark_detection)
{
RETURN_FALSE;
}
}
PHP_METHOD(FaceLandmarkDetection, __construct)
{
char *sz_shape_predictor_file_path;
size_t shape_predictor_file_path_len;
face_landmark_detection *fld = Z_FACE_LANDMARK_DETECTION_P(getThis());
if (nullptr == fld) {
php_error_docref(NULL TSRMLS_CC, E_ERROR, "Unable to find obj in FaceLandmarkDetection::__construct()");
return;
}
// Parse predictor model's path
if (zend_parse_parameters(ZEND_NUM_ARGS(), "s",
&sz_shape_predictor_file_path, &shape_predictor_file_path_len) == FAILURE){
zend_throw_exception_ex(zend_ce_exception, 0 TSRMLS_CC, "Unable to parse shape_predictor_file_path");
return;
}
// Load predictor model from given path
try {
string shape_predictor_file_path(sz_shape_predictor_file_path, shape_predictor_file_path_len);
fld->sp = new shape_predictor;
deserialize(shape_predictor_file_path) >> *(fld->sp);
} catch (exception& e) {
zend_throw_exception_ex(zend_ce_exception, 0 TSRMLS_CC, e.what());
return;
}
}
// Helper macro to automatically have parsing of "top"/"bottom"/"left"/"right"
#define PARSE_BOUNDING_BOX_EDGE(side) \
zval* data##side; \
/* Tries to find given key in array */ \
data##side = zend_hash_str_find(bounding_box_hash, #side, sizeof(#side)-1); \
if (data##side == nullptr) { \
zend_throw_exception_ex(zend_ce_exception, 0 TSRMLS_CC, "Bounding box (second argument) is missing " #side "key"); \
return; \
} \
\
/* We also need to check proper type of value in associative array */ \
if (Z_TYPE_P(data##side) != IS_LONG) { \
zend_throw_exception_ex(zend_ce_exception, 0 TSRMLS_CC, "Value of bounding box's (second argument) " #side " key is not long type"); \
return; \
} \
zend_long side = Z_LVAL_P(data##side); \
PHP_METHOD(FaceLandmarkDetection, detect)
{
char *img_path;
size_t img_path_len;
zval *bounding_box;
array2d<rgb_pixel> img;
// Parse path to image and bounding box. Bounding box is associative array of 4 elements - "top", "bottom", "left" and "right".
//
if (zend_parse_parameters(ZEND_NUM_ARGS(), "sa", &img_path, &img_path_len, &bounding_box) == FAILURE){
zend_throw_exception_ex(zend_ce_exception, 0 TSRMLS_CC, "Unable to parse detect arguments");
return;
}
// Check that bounding box have exactly 4 elements
HashTable *bounding_box_hash = Z_ARRVAL_P(bounding_box);
uint32_t bounding_box_num_elements = zend_hash_num_elements(bounding_box_hash);
if (bounding_box_num_elements != 4) {
zend_throw_exception_ex(zend_ce_exception, 0 TSRMLS_CC, "Bounding box (second argument) needs to have exactly 4 elements");
return;
}
// Retrieve all 4 edges of bounding box
//
PARSE_BOUNDING_BOX_EDGE(top)
PARSE_BOUNDING_BOX_EDGE(bottom)
PARSE_BOUNDING_BOX_EDGE(left)
PARSE_BOUNDING_BOX_EDGE(right)
try {
// Load image and execute shape predictor on it.
//
face_landmark_detection *fld = Z_FACE_LANDMARK_DETECTION_P(getThis());
load_image(img, img_path);
rectangle rct(left, top, right, bottom);
full_object_detection shape = fld->sp->operator()(img, rct);
// Return value is regular array with integer keys.
// Each key is one part from shape. Value of each part is associative array of keys "x" and "y".
//
array_init(return_value);
for (int i = 0; i < shape.num_parts(); i++) {
zval part;
array_init(&part);
dlib::point p = shape.part(i);
add_assoc_long(&part, "x", p.x());
add_assoc_long(&part, "y", p.y());
add_next_index_zval(return_value, &part);
}
} catch (exception& e) {
zend_throw_exception_ex(zend_ce_exception, 0 TSRMLS_CC, e.what());
return;
}
}

@ -5,10 +5,30 @@
#ifndef PDLIB_FACE_LANDMARK_DETECTION_H
#define PDLIB_FACE_LANDMARK_DETECTION_H
#include <dlib/dnn.h>
using namespace dlib;
ZEND_BEGIN_ARG_INFO_EX(dlib_face_landmark_detection_arginfo, 0, 0, 1)
ZEND_ARG_INFO(0, shape_predictor_file_path)
ZEND_ARG_INFO(0, img_path)
ZEND_END_ARG_INFO()
PHP_FUNCTION(dlib_face_landmark_detection);
typedef struct _face_landmark_detection {
shape_predictor *sp;
zend_object std;
} face_landmark_detection;
ZEND_BEGIN_ARG_INFO_EX(face_landmark_detection_ctor_arginfo, 0, 0, 1)
ZEND_ARG_INFO(0, shape_predictor_file_path)
ZEND_END_ARG_INFO()
PHP_METHOD(FaceLandmarkDetection, __construct);
ZEND_BEGIN_ARG_INFO_EX(face_landmark_detection_detect_arginfo, 0, 0, 2)
ZEND_ARG_INFO(0, img_path)
ZEND_ARG_INFO(0, bounding_box)
ZEND_END_ARG_INFO()
PHP_METHOD(FaceLandmarkDetection, detect);
#endif //PDLIB_FACE_LANDMARK_DETECTION_H

@ -0,0 +1,21 @@
--TEST--
Testing FaceLandmarkDetection constructor without arguments
--SKIPIF--
<?php if (!extension_loaded("pdlib")) print "skip"; ?>
--FILE--
<?php
try {
new FaceLandmarkDetection();
} catch (Exception $e) {
var_dump($e->getMessage());
}
try {
new FaceLandmarkDetection("non-existent file");
} catch (Exception $e) {
var_dump($e->getMessage());
}
?>
--EXPECT--
Warning: FaceLandmarkDetection::__construct() expects exactly 1 parameter, 0 given in /home/branko/pdlib/tests/face_landmark_detection_ctor_error.php on line 3
string(41) "Unable to parse shape_predictor_file_path"
string(45) "Unable to open non-existent file for reading."
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