gstreamer/subprojects/gst-plugins-bad/gst-libs/gst/analytics/gstanalyticsobjectdetectionmtd.c

395 lines
11 KiB
C

/* GStreamer
* Copyright (C) 2023 Collabora Ltd
* Copyright (C) 2024 Intel Corporation
*
* gstanalyticsobjectdetectionmtd.c
*
* This library is free software; you can redistribute it and/or
* modify it under the terms of the GNU Library General Public
* License as published by the Free Software Foundation; either
* version 2 of the License, or (at your option) any later version.
*
* This library is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Library General Public License for more details.
*
* You should have received a copy of the GNU Library General Public
* License along with this library; if not, write to the
* Free Software Foundation, Inc., 51 Franklin St, Fifth Floor,
* Boston, MA 02110-1301, USA.
*/
#ifdef HAVE_CONFIG_H
#include "config.h"
#endif
#include "gstanalyticsobjectdetectionmtd.h"
#include <gst/video/video.h>
#include <math.h>
/**
* SECTION:gstanalyticsobjectdetectionmtd
* @title: GstAnalyticsODMtd
* @short_description: An analytics metadata for object dection inside a #GstAnalyticsRelationMeta
* @symbols:
* - GstAnalyticsODMtd
* @see_also: #GstAnalyticsMtd, #GstAnalyticsRelationMeta
*
* This type of metadata holds the position of detected object inside the
* image, along with the probabily of each detection.
*
* Since: 1.24
*/
typedef struct _GstAnalyticsODMtdData GstAnalyticsODMtdData;
/**
* GstAnalyticsODMtdData:
* @object_type: Type of object
* @x: x component of upper-left corner (pre-rotation)
* @y: y component of upper-left corner (pre-rotation)
* @w: bounding box width
* @h: bounding box height
* @r: bounding box rotation in radians <0, 2xPI>
* with respect to the bounding box center
* (the rotation value is a clock-wise angle)
* @location_confidence_lvl: Confidence on object location
*
* Store information on results of object detection
*
* Since: 1.24
*/
struct _GstAnalyticsODMtdData
{
GQuark object_type;
gint x;
gint y;
gint w;
gint h;
gfloat r;
gfloat location_confidence_lvl;
};
static gboolean
gst_analytics_od_mtd_meta_transform (GstBuffer * transbuf,
GstAnalyticsMtd * transmtd, GstBuffer * buffer, GQuark type, gpointer data)
{
if (GST_VIDEO_META_TRANSFORM_IS_SCALE (type)) {
GstVideoMetaTransform *trans = data;
gint ow, oh, nw, nh;
GstAnalyticsODMtdData *oddata;
ow = GST_VIDEO_INFO_WIDTH (trans->in_info);
nw = GST_VIDEO_INFO_WIDTH (trans->out_info);
oh = GST_VIDEO_INFO_HEIGHT (trans->in_info);
nh = GST_VIDEO_INFO_HEIGHT (trans->out_info);
oddata = gst_analytics_relation_meta_get_mtd_data (transmtd->meta,
transmtd->id);
oddata->x *= nw;
oddata->x /= ow;
oddata->w *= nw;
oddata->w /= ow;
oddata->y *= nh;
oddata->y /= oh;
oddata->h *= nh;
oddata->h /= oh;
}
return TRUE;
}
static const GstAnalyticsMtdImpl od_impl = {
"object-detection",
gst_analytics_od_mtd_meta_transform
};
/**
* gst_analytics_od_mtd_get_mtd_type:
*
* Get an id that represent object-detection metadata type
*
* Returns: Opaque id of the #GstAnalyticsMtd type
*
* Since: 1.24
*/
GstAnalyticsMtdType
gst_analytics_od_mtd_get_mtd_type (void)
{
return (GstAnalyticsMtdType) & od_impl;
}
/**
* gst_analytics_od_mtd_get_location:
* @instance: instance
* @x: (out): x component of upper-left corner of the object location
* @y: (out): y component of upper-left corner of the object location
* @w: (out): bounding box width of the object location
* @h: (out): bounding box height of the object location
* @loc_conf_lvl: (out)(optional): Confidence on object location
*
* Retrieve location and location confidence level.
*
* Returns: TRUE on success, otherwise FALSE.
*
* Since: 1.24
*/
gboolean
gst_analytics_od_mtd_get_location (const GstAnalyticsODMtd * instance,
gint * x, gint * y, gint * w, gint * h, gfloat * loc_conf_lvl)
{
GstAnalyticsODMtdData *data;
g_return_val_if_fail (instance && x && y && w && h, FALSE);
data = gst_analytics_relation_meta_get_mtd_data (instance->meta,
instance->id);
g_return_val_if_fail (data != NULL, FALSE);
*x = data->x;
*y = data->y;
*w = data->w;
*h = data->h;
if (loc_conf_lvl)
*loc_conf_lvl = data->location_confidence_lvl;
gfloat r = data->r;
if (r != 0) {
gint xc = *x + *w / 2;
gint yc = *y + *h / 2;
gint corners[4][2] = {
{*x, *y},
{*x + *w, *y},
{*x + *w, *y + *h},
{*x, *y + *h}
};
gint rotated_corners[4][2];
for (int i = 0; i < 4; i++) {
gint xt = corners[i][0] - xc;
gint yt = corners[i][1] - yc;
gint xr = (gint) round (xt * cos (r) - yt * sin (r));
gint yr = (gint) round (xt * sin (r) + yt * cos (r));
rotated_corners[i][0] = xr + xc;
rotated_corners[i][1] = yr + yc;
}
*x = rotated_corners[0][0];
*y = rotated_corners[0][1];
gint max_x = rotated_corners[0][0];
gint max_y = rotated_corners[0][1];
for (int i = 1; i < 4; i++) {
if (rotated_corners[i][0] < *x)
*x = rotated_corners[i][0];
if (rotated_corners[i][1] < *y)
*y = rotated_corners[i][1];
if (rotated_corners[i][0] > max_x)
max_x = rotated_corners[i][0];
if (rotated_corners[i][1] > max_y)
max_y = rotated_corners[i][1];
}
*w = max_x - *x;
*h = max_y - *y;
}
return TRUE;
}
/**
* gst_analytics_od_mtd_get_oriented_location:
* @instance: instance
* @x: (out): x component of upper-left corner of the object location (pre-rotation)
* @y: (out): y component of upper-left corner of the object location (pre-rotation)
* @w: (out): bounding box width of the object location
* @h: (out): bounding box height of the object location
* @r: (out): Rotation of the bounding box in radians <0, 2xPI>
* with respect to the bounding box center
* (the rotation value is a clock-wise angle)
* @loc_conf_lvl: (out)(optional): Confidence on object location
*
* Retrieve oriented location and location confidence level.
*
* Returns: TRUE on success, otherwise FALSE.
*
* Since: 1.26
*/
gboolean
gst_analytics_od_mtd_get_oriented_location (const GstAnalyticsODMtd * instance,
gint * x, gint * y, gint * w, gint * h, gfloat * r, gfloat * loc_conf_lvl)
{
GstAnalyticsODMtdData *data;
g_return_val_if_fail (instance && x && y && w && h && r, FALSE);
data = gst_analytics_relation_meta_get_mtd_data (instance->meta,
instance->id);
g_return_val_if_fail (data != NULL, FALSE);
*x = data->x;
*y = data->y;
*w = data->w;
*h = data->h;
*r = data->r;
if (loc_conf_lvl)
*loc_conf_lvl = data->location_confidence_lvl;
return TRUE;
}
/**
* gst_analytics_od_mtd_get_confidence_lvl:
* @instance: instance
* @loc_conf_lvl: (out): Confidence on object location
*
* Retrieve location confidence level.
*
* Returns: TRUE on success, otherwise FALSE.
*
* Since: 1.24
*/
gboolean
gst_analytics_od_mtd_get_confidence_lvl (const GstAnalyticsODMtd * instance,
gfloat * loc_conf_lvl)
{
GstAnalyticsODMtdData *data;
g_return_val_if_fail (instance && loc_conf_lvl, FALSE);
data = gst_analytics_relation_meta_get_mtd_data (instance->meta,
instance->id);
g_return_val_if_fail (data != NULL, FALSE);
*loc_conf_lvl = data->location_confidence_lvl;
return TRUE;
}
/**
* gst_analytics_od_mtd_get_obj_type:
* @handle: Instance handle
*
* Quark of the class of object associated with this location.
*
* Returns: Quark different from on success and 0 on failure.
*
* Since: 1.24
*/
GQuark
gst_analytics_od_mtd_get_obj_type (const GstAnalyticsODMtd * handle)
{
GstAnalyticsODMtdData *data;
g_return_val_if_fail (handle != NULL, 0);
data = gst_analytics_relation_meta_get_mtd_data (handle->meta, handle->id);
g_return_val_if_fail (data != NULL, 0);
return data->object_type;
}
/**
* gst_analytics_relation_meta_add_od_mtd:
* @instance: Instance of #GstAnalyticsRelationMeta where to add classification instance
* @type: Quark of the object type
* @x: x component of bounding box upper-left corner
* @y: y component of bounding box upper-left corner
* @w: bounding box width
* @h: bounding box height
* @loc_conf_lvl: confidence level on the object location
* @od_mtd: (out)(nullable): Handle updated with newly added object detection
* meta. Add an object-detetion metadata to @instance.
*
* Returns: Added successfully
*
* Since: 1.24
*/
gboolean
gst_analytics_relation_meta_add_od_mtd (GstAnalyticsRelationMeta *
instance, GQuark type, gint x, gint y, gint w, gint h,
gfloat loc_conf_lvl, GstAnalyticsODMtd * od_mtd)
{
g_return_val_if_fail (instance != NULL, FALSE);
gsize size = sizeof (GstAnalyticsODMtdData);
GstAnalyticsODMtdData *od_mtd_data = (GstAnalyticsODMtdData *)
gst_analytics_relation_meta_add_mtd (instance, &od_impl, size, od_mtd);
if (od_mtd_data) {
od_mtd_data->x = x;
od_mtd_data->y = y;
od_mtd_data->w = w;
od_mtd_data->h = h;
od_mtd_data->r = 0;
od_mtd_data->location_confidence_lvl = loc_conf_lvl;
od_mtd_data->object_type = type;
}
return od_mtd_data != NULL;
}
/**
* gst_analytics_relation_meta_add_oriented_od_mtd:
* @instance: Instance of #GstAnalyticsRelationMeta where to add classification instance
* @type: Quark of the object type
* @x: x component of bounding box upper-left corner (pre-rotation)
* @y: y component of bounding box upper-left corner (pre-rotation)
* @w: bounding box width
* @h: bounding box height
* @r: bounding box rotation in radians <0, 2xPI>
* with respect to the bounding box center
* (the rotation value is a clock-wise angle)
* @loc_conf_lvl: confidence level on the object location
* @od_mtd: (out)(nullable): Handle updated with newly added object detection
* meta. Add an object-detetion metadata to @instance.
*
* Returns: Added successfully
*
* Since: 1.26
*/
gboolean
gst_analytics_relation_meta_add_oriented_od_mtd (GstAnalyticsRelationMeta *
instance, GQuark type, gint x, gint y, gint w, gint h, gfloat r,
gfloat loc_conf_lvl, GstAnalyticsODMtd * od_mtd)
{
g_return_val_if_fail (instance != NULL, FALSE);
gsize size = sizeof (GstAnalyticsODMtdData);
GstAnalyticsODMtdData *od_mtd_data = (GstAnalyticsODMtdData *)
gst_analytics_relation_meta_add_mtd (instance, &od_impl, size, od_mtd);
if (od_mtd_data) {
od_mtd_data->x = x;
od_mtd_data->y = y;
od_mtd_data->w = w;
od_mtd_data->h = h;
od_mtd_data->r = r;
od_mtd_data->location_confidence_lvl = loc_conf_lvl;
od_mtd_data->object_type = type;
}
return od_mtd_data != NULL;
}
/**
* gst_analytics_relation_meta_get_od_mtd:
* @meta: Instance of #GstAnalyticsRelationMeta
* @an_meta_id: Id of #GstAnalyticsODMtd instance to retrieve
* @rlt: (out caller-allocates)(not nullable): Will be filled with relatable
* meta
*
* Fill @rlt if a analytics-meta with id == @an_meta_id exist in @meta instance,
* otherwise this method return FALSE and @rlt is invalid.
*
* Returns: TRUE if successful.
*
* Since: 1.24
*/
gboolean
gst_analytics_relation_meta_get_od_mtd (GstAnalyticsRelationMeta * meta,
guint an_meta_id, GstAnalyticsODMtd * rlt)
{
return gst_analytics_relation_meta_get_mtd (meta, an_meta_id,
gst_analytics_od_mtd_get_mtd_type (), (GstAnalyticsODMtd *) rlt);
}