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[FFmpeg-devel,V8,1/3] lavu: add side data AV_FRAME_DATA_DETECTION_BBOXES for object detection/classification

Message ID 20210413051415.9449-1-yejun.guo@intel.com
State New
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Series [FFmpeg-devel,V8,1/3] lavu: add side data AV_FRAME_DATA_DETECTION_BBOXES for object detection/classification
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Commit Message

Guo, Yejun April 13, 2021, 5:14 a.m. UTC
---
 doc/APIchanges             |   2 +
 libavutil/Makefile         |   2 +
 libavutil/detection_bbox.c |  73 +++++++++++++++++++++++++
 libavutil/detection_bbox.h | 107 +++++++++++++++++++++++++++++++++++++
 libavutil/frame.c          |   1 +
 libavutil/frame.h          |   6 +++
 6 files changed, 191 insertions(+)
 create mode 100644 libavutil/detection_bbox.c
 create mode 100644 libavutil/detection_bbox.h

Comments

mypopy@gmail.com April 14, 2021, 1:29 a.m. UTC | #1
On Tue, Apr 13, 2021 at 1:26 PM Guo, Yejun <yejun.guo@intel.com> wrote:
>
> ---
>  doc/APIchanges             |   2 +
>  libavutil/Makefile         |   2 +
>  libavutil/detection_bbox.c |  73 +++++++++++++++++++++++++
>  libavutil/detection_bbox.h | 107 +++++++++++++++++++++++++++++++++++++
>  libavutil/frame.c          |   1 +
>  libavutil/frame.h          |   6 +++
>  6 files changed, 191 insertions(+)
>  create mode 100644 libavutil/detection_bbox.c
>  create mode 100644 libavutil/detection_bbox.h
>
> diff --git a/doc/APIchanges b/doc/APIchanges
> index 9dfcc97d5c..30bd235691 100644
> --- a/doc/APIchanges
> +++ b/doc/APIchanges
> @@ -14,6 +14,8 @@ libavutil:     2017-10-21
>
>
>  API changes, most recent first:
> +2021-04-xx - xxxxxxxxxx - lavu 56.xx.100 - frame.h detection_bbox.h
> +  Add AV_FRAME_DATA_DETECTION_BBOXES
>
>  2021-04-06 - xxxxxxxxxx - lavf 58.78.100 - avformat.h
>    Add avformat_index_get_entries_count(), avformat_index_get_entry(),
> diff --git a/libavutil/Makefile b/libavutil/Makefile
> index 27bafe9e12..47efb718d2 100644
> --- a/libavutil/Makefile
> +++ b/libavutil/Makefile
> @@ -21,6 +21,7 @@ HEADERS = adler32.h                                                     \
>            cpu.h                                                         \
>            crc.h                                                         \
>            des.h                                                         \
> +          detection_bbox.h                                              \
>            dict.h                                                        \
>            display.h                                                     \
>            dovi_meta.h                                                   \
> @@ -113,6 +114,7 @@ OBJS = adler32.o                                                        \
>         cpu.o                                                            \
>         crc.o                                                            \
>         des.o                                                            \
> +       detection_bbox.o                                                 \
>         dict.o                                                           \
>         display.o                                                        \
>         dovi_meta.o                                                      \
> diff --git a/libavutil/detection_bbox.c b/libavutil/detection_bbox.c
> new file mode 100644
> index 0000000000..c54a30d9e5
> --- /dev/null
> +++ b/libavutil/detection_bbox.c
> @@ -0,0 +1,73 @@
> +/*
> + * 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
> + */
> +
> +#include "detection_bbox.h"
> +
> +AVDetectionBBoxHeader *av_detection_bbox_alloc(uint32_t nb_bboxes, size_t *out_size)
> +{
> +    size_t size;
> +    struct {
> +           AVDetectionBBoxHeader header;
> +           AVDetectionBBox boxes[1];
> +    } *ret;
> +
> +    size = sizeof(*ret);
> +    if (nb_bboxes - 1 > (SIZE_MAX - size) / sizeof(*ret->boxes))
> +        return NULL;
> +    size += sizeof(*ret->boxes) * (nb_bboxes - 1);
> +
> +    ret = av_mallocz(size);
> +    if (!ret)
> +        return NULL;
> +
> +    ret->header.nb_bboxes = nb_bboxes;
> +    ret->header.bbox_size = sizeof(*ret->boxes);
> +    ret->header.bboxes_offset = (char *)&ret->boxes - (char *)&ret->header;
> +
> +    if (out_size)
> +        *out_size = size;
> +
> +    return &ret->header;
> +}
> +
> +AVDetectionBBoxHeader *av_detection_bbox_create_side_data(AVFrame *frame, uint32_t nb_bboxes)
> +{
> +    AVBufferRef         *buf;
> +    AVDetectionBBoxHeader *header;
> +    size_t size;
> +
> +    header = av_detection_bbox_alloc(nb_bboxes, &size);
> +    if (!header)
> +        return NULL;
> +    if (size > INT_MAX) {
I think need to use SIZE_MAX, not INT_MAX in this case
> +        av_freep(&header);
> +        return NULL;
> +    }
> +    buf = av_buffer_create((uint8_t *)header, size, NULL, NULL, 0);
> +    if (!buf) {
> +        av_freep(&header);
> +        return NULL;
> +    }
> +
> +    if (!av_frame_new_side_data_from_buf(frame, AV_FRAME_DATA_DETECTION_BBOXES, buf)) {
> +        av_buffer_unref(&buf);
> +        return NULL;
> +    }
> +
> +    return header;
> +}
> diff --git a/libavutil/detection_bbox.h b/libavutil/detection_bbox.h
> new file mode 100644
> index 0000000000..4ad05d3b95
> --- /dev/null
> +++ b/libavutil/detection_bbox.h
> @@ -0,0 +1,107 @@
> +/*
> + * 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 AVUTIL_DETECTION_BBOX_H
> +#define AVUTIL_DETECTION_BBOX_H
> +
> +#include "rational.h"
> +#include "avassert.h"
> +#include "frame.h"
> +
> +typedef struct AVDetectionBBox {
> +    /**
> +     * Distance in pixels from the left/top edge of the frame,
> +     * together with width and height, defining the bounding box.
> +     */
> +    int x;
> +    int y;
> +    int w;
> +    int h;
> +
> +#define AV_DETECTION_BBOX_LABEL_NAME_MAX_SIZE 64
> +
> +    /**
> +     * Detect result with confidence
> +     */
> +    char detect_label[AV_DETECTION_BBOX_LABEL_NAME_MAX_SIZE];
> +    AVRational detect_confidence;
> +
> +    /**
> +     * 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;
> +    char classify_labels[AV_NUM_BBOX_CLASSIFY][AV_DETECTION_BBOX_LABEL_NAME_MAX_SIZE];
> +    AVRational classify_confidences[AV_NUM_BBOX_CLASSIFY];
> +} AVDetectionBBox;
> +
> +typedef struct AVDetectionBBoxHeader {
> +    /**
> +     * Information about how the bounding box is generated.
> +     * for example, the DNN model name.
> +     */
> +    char source[256];
> +
> +    /**
> +     * Number of bounding boxes in the array.
> +     */
> +    uint32_t nb_bboxes;
> +
> +    /**
> +     * Offset in bytes from the beginning of this structure at which
> +     * the array of bounding boxes starts.
> +     */
> +    size_t bboxes_offset;
> +
> +    /**
> +     * Size of each bounding box in bytes.
> +     */
> +    size_t bbox_size;
> +} AVDetectionBBoxHeader;
> +
> +/*
> + * Get the bounding box at the specified {@code idx}. Must be between 0 and nb_bboxes.
> + */
> +static av_always_inline AVDetectionBBox*
> +av_get_detection_bbox(const AVDetectionBBoxHeader *header, unsigned int idx)
> +{
> +    av_assert0(idx < header->nb_bboxes);
> +    return (AVDetectionBBox *)((uint8_t *)header + header->bboxes_offset +
> +                               idx * header->bbox_size);
> +}
> +
> +/**
> + * Allocates memory for AVDetectionBBoxHeader, plus an array of {@code nb_bboxes}
> + * AVDetectionBBox, and initializes the variables.
> + * Can be freed with a normal av_free() call.
> + *
> + * @param out_size if non-NULL, the size in bytes of the resulting data array is
> + * written here.
> + */
> +AVDetectionBBoxHeader *av_detection_bbox_alloc(uint32_t nb_bboxes, size_t *out_size);
> +
> +/**
> + * Allocates memory for AVDetectionBBoxHeader, plus an array of {@code nb_bboxes}
> + * AVDetectionBBox, in the given AVFrame {@code frame} as AVFrameSideData of type
> + * AV_FRAME_DATA_DETECTION_BBOXES and initializes the variables.
> + */
> +AVDetectionBBoxHeader *av_detection_bbox_create_side_data(AVFrame *frame, uint32_t nb_bboxes);
> +#endif
> diff --git a/libavutil/frame.c b/libavutil/frame.c
> index fefb2b69c0..bb77e2d534 100644
> --- a/libavutil/frame.c
> +++ b/libavutil/frame.c
> @@ -853,6 +853,7 @@ 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_DETECTION_BBOXES:            return "Bounding boxes for object detection and classification";
>      }
>      return NULL;
>  }
> diff --git a/libavutil/frame.h b/libavutil/frame.h
> index a5ed91b20a..0d7ed29dfc 100644
> --- a/libavutil/frame.h
> +++ b/libavutil/frame.h
> @@ -198,6 +198,12 @@ enum AVFrameSideDataType {
>       * Must be present for every frame which should have film grain applied.
>       */
>      AV_FRAME_DATA_FILM_GRAIN_PARAMS,
> +
> +    /**
> +     * Bounding boxes for object detection and classification,
> +     * as described by AVDetectionBBoxHeader.
> +     */
> +    AV_FRAME_DATA_DETECTION_BBOXES,
>  };
>
>  enum AVActiveFormatDescription {
> --
> 2.17.1
Guo, Yejun April 14, 2021, 1:41 a.m. UTC | #2
> -----Original Message-----
> From: mypopy@gmail.com <mypopy@gmail.com>
> Sent: 2021年4月14日 9:29
> To: FFmpeg development discussions and patches
> <ffmpeg-devel@ffmpeg.org>
> Cc: Guo, Yejun <yejun.guo@intel.com>
> Subject: Re: [FFmpeg-devel] [PATCH V8 1/3] lavu: add side data
> AV_FRAME_DATA_DETECTION_BBOXES for object detection/classification
> 
> On Tue, Apr 13, 2021 at 1:26 PM Guo, Yejun <yejun.guo@intel.com> wrote:
> >
> > ---
> >  doc/APIchanges             |   2 +
> >  libavutil/Makefile         |   2 +
> >  libavutil/detection_bbox.c |  73 +++++++++++++++++++++++++
> >  libavutil/detection_bbox.h | 107
> +++++++++++++++++++++++++++++++++++++
> > +
> > +#include "detection_bbox.h"
> > +
> > +AVDetectionBBoxHeader *av_detection_bbox_alloc(uint32_t nb_bboxes,
> size_t *out_size)
> > +{
> > +    size_t size;
> > +    struct {
> > +           AVDetectionBBoxHeader header;
> > +           AVDetectionBBox boxes[1];
> > +    } *ret;
> > +
> > +    size = sizeof(*ret);
> > +    if (nb_bboxes - 1 > (SIZE_MAX - size) / sizeof(*ret->boxes))
> > +        return NULL;
> > +    size += sizeof(*ret->boxes) * (nb_bboxes - 1);
> > +
> > +    ret = av_mallocz(size);
> > +    if (!ret)
> > +        return NULL;
> > +
> > +    ret->header.nb_bboxes = nb_bboxes;
> > +    ret->header.bbox_size = sizeof(*ret->boxes);
> > +    ret->header.bboxes_offset = (char *)&ret->boxes - (char
> *)&ret->header;
> > +
> > +    if (out_size)
> > +        *out_size = size;
> > +
> > +    return &ret->header;
> > +}
> > +
> > +AVDetectionBBoxHeader
> *av_detection_bbox_create_side_data(AVFrame *frame, uint32_t
> nb_bboxes)
> > +{
> > +    AVBufferRef         *buf;
> > +    AVDetectionBBoxHeader *header;
> > +    size_t size;
> > +
> > +    header = av_detection_bbox_alloc(nb_bboxes, &size);
> > +    if (!header)
> > +        return NULL;
> > +    if (size > INT_MAX) {
> I think need to use SIZE_MAX, not INT_MAX in this case

thanks for the review, I think 'size_t size' could not larger than SIZE_MAX.

actually, the check is referenced from video_enc_params.

btw, this check will be removed after the bump, see more at
http://ffmpeg.org/pipermail/ffmpeg-devel/2021-April/278779.html
diff mbox series

Patch

diff --git a/doc/APIchanges b/doc/APIchanges
index 9dfcc97d5c..30bd235691 100644
--- a/doc/APIchanges
+++ b/doc/APIchanges
@@ -14,6 +14,8 @@  libavutil:     2017-10-21
 
 
 API changes, most recent first:
+2021-04-xx - xxxxxxxxxx - lavu 56.xx.100 - frame.h detection_bbox.h
+  Add AV_FRAME_DATA_DETECTION_BBOXES
 
 2021-04-06 - xxxxxxxxxx - lavf 58.78.100 - avformat.h
   Add avformat_index_get_entries_count(), avformat_index_get_entry(),
diff --git a/libavutil/Makefile b/libavutil/Makefile
index 27bafe9e12..47efb718d2 100644
--- a/libavutil/Makefile
+++ b/libavutil/Makefile
@@ -21,6 +21,7 @@  HEADERS = adler32.h                                                     \
           cpu.h                                                         \
           crc.h                                                         \
           des.h                                                         \
+          detection_bbox.h                                              \
           dict.h                                                        \
           display.h                                                     \
           dovi_meta.h                                                   \
@@ -113,6 +114,7 @@  OBJS = adler32.o                                                        \
        cpu.o                                                            \
        crc.o                                                            \
        des.o                                                            \
+       detection_bbox.o                                                 \
        dict.o                                                           \
        display.o                                                        \
        dovi_meta.o                                                      \
diff --git a/libavutil/detection_bbox.c b/libavutil/detection_bbox.c
new file mode 100644
index 0000000000..c54a30d9e5
--- /dev/null
+++ b/libavutil/detection_bbox.c
@@ -0,0 +1,73 @@ 
+/*
+ * 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
+ */
+
+#include "detection_bbox.h"
+
+AVDetectionBBoxHeader *av_detection_bbox_alloc(uint32_t nb_bboxes, size_t *out_size)
+{
+    size_t size;
+    struct {
+	    AVDetectionBBoxHeader header;
+	    AVDetectionBBox boxes[1];
+    } *ret;
+
+    size = sizeof(*ret);
+    if (nb_bboxes - 1 > (SIZE_MAX - size) / sizeof(*ret->boxes))
+        return NULL;
+    size += sizeof(*ret->boxes) * (nb_bboxes - 1);
+
+    ret = av_mallocz(size);
+    if (!ret)
+        return NULL;
+
+    ret->header.nb_bboxes = nb_bboxes;
+    ret->header.bbox_size = sizeof(*ret->boxes);
+    ret->header.bboxes_offset = (char *)&ret->boxes - (char *)&ret->header;
+
+    if (out_size)
+        *out_size = size;
+
+    return &ret->header;
+}
+
+AVDetectionBBoxHeader *av_detection_bbox_create_side_data(AVFrame *frame, uint32_t nb_bboxes)
+{
+    AVBufferRef         *buf;
+    AVDetectionBBoxHeader *header;
+    size_t size;
+
+    header = av_detection_bbox_alloc(nb_bboxes, &size);
+    if (!header)
+        return NULL;
+    if (size > INT_MAX) {
+        av_freep(&header);
+        return NULL;
+    }
+    buf = av_buffer_create((uint8_t *)header, size, NULL, NULL, 0);
+    if (!buf) {
+        av_freep(&header);
+        return NULL;
+    }
+
+    if (!av_frame_new_side_data_from_buf(frame, AV_FRAME_DATA_DETECTION_BBOXES, buf)) {
+        av_buffer_unref(&buf);
+        return NULL;
+    }
+
+    return header;
+}
diff --git a/libavutil/detection_bbox.h b/libavutil/detection_bbox.h
new file mode 100644
index 0000000000..4ad05d3b95
--- /dev/null
+++ b/libavutil/detection_bbox.h
@@ -0,0 +1,107 @@ 
+/*
+ * 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 AVUTIL_DETECTION_BBOX_H
+#define AVUTIL_DETECTION_BBOX_H
+
+#include "rational.h"
+#include "avassert.h"
+#include "frame.h"
+
+typedef struct AVDetectionBBox {
+    /**
+     * Distance in pixels from the left/top edge of the frame,
+     * together with width and height, defining the bounding box.
+     */
+    int x;
+    int y;
+    int w;
+    int h;
+
+#define AV_DETECTION_BBOX_LABEL_NAME_MAX_SIZE 64
+
+    /**
+     * Detect result with confidence
+     */
+    char detect_label[AV_DETECTION_BBOX_LABEL_NAME_MAX_SIZE];
+    AVRational detect_confidence;
+
+    /**
+     * 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;
+    char classify_labels[AV_NUM_BBOX_CLASSIFY][AV_DETECTION_BBOX_LABEL_NAME_MAX_SIZE];
+    AVRational classify_confidences[AV_NUM_BBOX_CLASSIFY];
+} AVDetectionBBox;
+
+typedef struct AVDetectionBBoxHeader {
+    /**
+     * Information about how the bounding box is generated.
+     * for example, the DNN model name.
+     */
+    char source[256];
+
+    /**
+     * Number of bounding boxes in the array.
+     */
+    uint32_t nb_bboxes;
+
+    /**
+     * Offset in bytes from the beginning of this structure at which
+     * the array of bounding boxes starts.
+     */
+    size_t bboxes_offset;
+
+    /**
+     * Size of each bounding box in bytes.
+     */
+    size_t bbox_size;
+} AVDetectionBBoxHeader;
+
+/*
+ * Get the bounding box at the specified {@code idx}. Must be between 0 and nb_bboxes.
+ */
+static av_always_inline AVDetectionBBox*
+av_get_detection_bbox(const AVDetectionBBoxHeader *header, unsigned int idx)
+{
+    av_assert0(idx < header->nb_bboxes);
+    return (AVDetectionBBox *)((uint8_t *)header + header->bboxes_offset +
+                               idx * header->bbox_size);
+}
+
+/**
+ * Allocates memory for AVDetectionBBoxHeader, plus an array of {@code nb_bboxes}
+ * AVDetectionBBox, and initializes the variables.
+ * Can be freed with a normal av_free() call.
+ *
+ * @param out_size if non-NULL, the size in bytes of the resulting data array is
+ * written here.
+ */
+AVDetectionBBoxHeader *av_detection_bbox_alloc(uint32_t nb_bboxes, size_t *out_size);
+
+/**
+ * Allocates memory for AVDetectionBBoxHeader, plus an array of {@code nb_bboxes}
+ * AVDetectionBBox, in the given AVFrame {@code frame} as AVFrameSideData of type
+ * AV_FRAME_DATA_DETECTION_BBOXES and initializes the variables.
+ */
+AVDetectionBBoxHeader *av_detection_bbox_create_side_data(AVFrame *frame, uint32_t nb_bboxes);
+#endif
diff --git a/libavutil/frame.c b/libavutil/frame.c
index fefb2b69c0..bb77e2d534 100644
--- a/libavutil/frame.c
+++ b/libavutil/frame.c
@@ -853,6 +853,7 @@  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_DETECTION_BBOXES:            return "Bounding boxes for object detection and classification";
     }
     return NULL;
 }
diff --git a/libavutil/frame.h b/libavutil/frame.h
index a5ed91b20a..0d7ed29dfc 100644
--- a/libavutil/frame.h
+++ b/libavutil/frame.h
@@ -198,6 +198,12 @@  enum AVFrameSideDataType {
      * Must be present for every frame which should have film grain applied.
      */
     AV_FRAME_DATA_FILM_GRAIN_PARAMS,
+
+    /**
+     * Bounding boxes for object detection and classification,
+     * as described by AVDetectionBBoxHeader.
+     */
+    AV_FRAME_DATA_DETECTION_BBOXES,
 };
 
 enum AVActiveFormatDescription {