diff options
author | Guo, Yejun <yejun.guo@intel.com> | 2021-02-18 12:51:48 +0800 |
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committer | Guo, Yejun <yejun.guo@intel.com> | 2021-04-17 17:27:02 +0800 |
commit | f1bf465aa03a255e31dfe2a7f25dba85b0d9a36c (patch) | |
tree | 2ddac656bd3a0e16543a895752165de92e286285 /libavutil | |
parent | 8b954a727a74c5adaea9d8a1fc490c12cd4e0db8 (diff) | |
download | ffmpeg-f1bf465aa03a255e31dfe2a7f25dba85b0d9a36c.tar.gz |
lavu: add side data AV_FRAME_DATA_DETECTION_BBOXES for object detection/classification
Diffstat (limited to 'libavutil')
-rw-r--r-- | libavutil/Makefile | 2 | ||||
-rw-r--r-- | libavutil/detection_bbox.c | 73 | ||||
-rw-r--r-- | libavutil/detection_bbox.h | 107 | ||||
-rw-r--r-- | libavutil/frame.c | 1 | ||||
-rw-r--r-- | libavutil/frame.h | 6 | ||||
-rw-r--r-- | libavutil/version.h | 2 |
6 files changed, 190 insertions, 1 deletions
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..0750ffac6a --- /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 { diff --git a/libavutil/version.h b/libavutil/version.h index e88e1ad08d..dc8791fd0c 100644 --- a/libavutil/version.h +++ b/libavutil/version.h @@ -79,7 +79,7 @@ */ #define LIBAVUTIL_VERSION_MAJOR 56 -#define LIBAVUTIL_VERSION_MINOR 72 +#define LIBAVUTIL_VERSION_MINOR 73 #define LIBAVUTIL_VERSION_MICRO 100 #define LIBAVUTIL_VERSION_INT AV_VERSION_INT(LIBAVUTIL_VERSION_MAJOR, \ |