[FFmpeg-devel] [PATCH 08/10] libavutil: add side data AVDnnBoundingBox for dnn based detect/classify filters
Guo, Yejun
yejun.guo at intel.com
Wed Feb 10 06:58:54 EET 2021
Signed-off-by: Guo, Yejun <yejun.guo at intel.com>
---
doc/APIchanges | 2 ++
libavutil/Makefile | 1 +
libavutil/dnn_bbox.h | 68 ++++++++++++++++++++++++++++++++++++++++++++
libavutil/frame.c | 1 +
libavutil/frame.h | 7 +++++
libavutil/version.h | 2 +-
6 files changed, 80 insertions(+), 1 deletion(-)
create mode 100644 libavutil/dnn_bbox.h
diff --git a/doc/APIchanges b/doc/APIchanges
index 1332694820..7cbfa9fafa 100644
--- a/doc/APIchanges
+++ b/doc/APIchanges
@@ -14,6 +14,8 @@ libavutil: 2017-10-21
API changes, most recent first:
+2021-02-08 - xxxxxxxxxx - lavu 56.65.100 - frame.h
+ Add AV_FRAME_DATA_DNN_BBOXES
2021-01-26 - xxxxxxxxxx - lavu 56.64.100 - common.h
Add FFABSU()
diff --git a/libavutil/Makefile b/libavutil/Makefile
index 27bafe9e12..b99cb7084f 100644
--- a/libavutil/Makefile
+++ b/libavutil/Makefile
@@ -23,6 +23,7 @@ HEADERS = adler32.h \
des.h \
dict.h \
display.h \
+ dnn_bbox.h \
dovi_meta.h \
downmix_info.h \
encryption_info.h \
diff --git a/libavutil/dnn_bbox.h b/libavutil/dnn_bbox.h
new file mode 100644
index 0000000000..ae68f9e2e2
--- /dev/null
+++ b/libavutil/dnn_bbox.h
@@ -0,0 +1,68 @@
+/*
+ *
+ * This file is part of FFmpeg.
+ *
+ * FFmpeg is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation; either
+ * version 2.1 of the License, or (at your option) any later version.
+ *
+ * FFmpeg 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
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with FFmpeg; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
+ */
+
+#ifndef AVFILTER_DNN_BBOX_H
+#define AVFILTER_DNN_BBOX_H
+
+#include "rational.h"
+
+typedef struct AVDnnBoundingBox {
+ /**
+ * Must be set to the size of this data structure (that is,
+ * sizeof(AVDnnBoundingBox)).
+ */
+ uint32_t self_size;
+
+ /**
+ * Object detection is usually applied to a smaller image that
+ * is scaled down from the original frame.
+ * width and height are attributes of the scaled image, in pixel.
+ */
+ int model_input_width;
+ int model_input_height;
+
+ /**
+ * Distance in pixels from the top edge of the scaled image to top
+ * and bottom, and from the left edge of the scaled image to left and
+ * right, defining the bounding box.
+ */
+ int top;
+ int left;
+ int bottom;
+ int right;
+
+ /**
+ * Detect result
+ */
+ int detect_label;
+ AVRational detect_conf;
+
+ /**
+ * At most 4 classifications based on the detected bounding box.
+ * For example, we can get max 4 different attributes with 4 different
+ * DNN models on one bounding box.
+ * classify_count is zero if no classification.
+ */
+#define AV_NUM_BBOX_CLASSIFY 4
+ uint32_t classify_count;
+ int classify_labels[AV_NUM_BBOX_CLASSIFY];
+ AVRational classify_confs[AV_NUM_BBOX_CLASSIFY];
+} AVDnnBoundingBox;
+
+#endif
diff --git a/libavutil/frame.c b/libavutil/frame.c
index eab51b6a32..4308507827 100644
--- a/libavutil/frame.c
+++ b/libavutil/frame.c
@@ -852,6 +852,7 @@ const char *av_frame_side_data_name(enum AVFrameSideDataType type)
case AV_FRAME_DATA_VIDEO_ENC_PARAMS: return "Video encoding parameters";
case AV_FRAME_DATA_SEI_UNREGISTERED: return "H.26[45] User Data Unregistered SEI message";
case AV_FRAME_DATA_FILM_GRAIN_PARAMS: return "Film grain parameters";
+ case AV_FRAME_DATA_DNN_BBOXES: return "DNN bounding boxes";
}
return NULL;
}
diff --git a/libavutil/frame.h b/libavutil/frame.h
index 1aeafef6de..a4dcfd27c9 100644
--- a/libavutil/frame.h
+++ b/libavutil/frame.h
@@ -198,6 +198,13 @@ enum AVFrameSideDataType {
* Must be present for every frame which should have film grain applied.
*/
AV_FRAME_DATA_FILM_GRAIN_PARAMS,
+
+ /**
+ * Bounding box generated by dnn based filters for object detection and classification,
+ * the data is an array of AVDnnBoudingBox, the number of array element is implied by
+ * AVFrameSideData.size / AVDnnBoudingBox.self_size.
+ */
+ AV_FRAME_DATA_DNN_BBOXES,
};
enum AVActiveFormatDescription {
diff --git a/libavutil/version.h b/libavutil/version.h
index 21136e6cb7..b2165754f9 100644
--- a/libavutil/version.h
+++ b/libavutil/version.h
@@ -79,7 +79,7 @@
*/
#define LIBAVUTIL_VERSION_MAJOR 56
-#define LIBAVUTIL_VERSION_MINOR 64
+#define LIBAVUTIL_VERSION_MINOR 65
#define LIBAVUTIL_VERSION_MICRO 100
#define LIBAVUTIL_VERSION_INT AV_VERSION_INT(LIBAVUTIL_VERSION_MAJOR, \
--
2.17.1
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