@@ -10,6 +10,7 @@ version <next>:
- config.log and other configuration files moved into ffbuild/ directory
- update cuvid/nvenc headers to Video Codec SDK 8.0.14
- afir audio filter
+- libvmaf video filter
version 3.3:
- CrystalHD decoder moved to new decode API
@@ -259,6 +259,7 @@ External library support:
--enable-libtwolame enable MP2 encoding via libtwolame [no]
--enable-libv4l2 enable libv4l2/v4l-utils [no]
--enable-libvidstab enable video stabilization using vid.stab [no]
+ --enable-libvmaf enable vmaf filter via libvmaf [no]
--enable-libvo-amrwbenc enable AMR-WB encoding via libvo-amrwbenc [no]
--enable-libvorbis enable Vorbis en/decoding via libvorbis,
native implementation exists [no]
@@ -1569,6 +1570,7 @@ EXTERNAL_LIBRARY_LIST="
libtheora
libtwolame
libv4l2
+ libvmaf
libvorbis
libvpx
libwavpack
@@ -3172,6 +3174,7 @@ uspp_filter_deps="gpl avcodec"
vaguedenoiser_filter_deps="gpl"
vidstabdetect_filter_deps="libvidstab"
vidstabtransform_filter_deps="libvidstab"
+vmaf_filter_deps="libvmaf"
zmq_filter_deps="libzmq"
zoompan_filter_deps="swscale"
zscale_filter_deps="libzimg"
@@ -5845,6 +5848,8 @@ enabled libtwolame && require libtwolame twolame.h twolame_init -ltwolame
die "ERROR: libtwolame must be installed and version must be >= 0.3.10"; }
enabled libv4l2 && require_pkg_config libv4l2 libv4l2.h v4l2_ioctl
enabled libvidstab && require_pkg_config "vidstab >= 0.98" vid.stab/libvidstab.h vsMotionDetectInit
+enabled libvmaf && { check_lib libvmaf "libvmaf.h" "compute_vmaf" -lvmaf -lstdc++ -lpthread -lm ||
+ die "ERROR: libvmaf must be installed"; }
enabled libvo_amrwbenc && require libvo_amrwbenc vo-amrwbenc/enc_if.h E_IF_init -lvo-amrwbenc
enabled libvorbis && require libvorbis vorbis/vorbisenc.h vorbis_info_init -lvorbisenc -lvorbis -logg
@@ -9328,6 +9328,70 @@ The formula that generates the correction is:
where @var{r_0} is halve of the image diagonal and @var{r_src} and @var{r_tgt} are the
distances from the focal point in the source and target images, respectively.
+@section libvmaf
+
+Obtain the average VMAF (Video Multi-Method Assessment Fusion)
+score between two input videos.
+
+This filter takes two input videos.
+
+Both video inputs must have the same resolution and pixel format for
+this filter to work correctly. Also it assumes that both inputs
+have the same number of frames, which are compared one by one.
+
+The obtained average VMAF score is printed through the logging system.
+
+It requires Netflix's vmaf library (libvmaf) as a pre-requisite.
+After installing the library it can be enabled using:
+@code{./configure --enable-libvmaf}.
+If no model path is specified it uses the default model: @code{vmaf_v0.6.1.pkl}.
+
+On the below examples the input file @file{main.mpg} being processed is
+compared with the reference file @file{ref.mpg}.
+
+The filter has following options:
+
+@table @option
+@item model_path
+Set the model path which is to be used for SVM.
+Default value: @code{"vmaf_v0.6.1.pkl"}
+
+@item log_path
+Set the file path to be used to store logs.
+
+@item log_fmt
+Set the format of the log file (xml or json).
+
+@item enable_transform
+Enables transform for computing vmaf.
+
+@item phone_model
+Invokes the phone model which will generate VMAF scores higher than in the
+regular model, which is more suitable for laptop, TV, etc. viewing conditions.
+
+@item psnr
+Enables computing psnr along with vmaf.
+
+@item ssim
+Enables computing ssim along with vmaf.
+
+@item ms_ssim
+Enables computing ms_ssim along with vmaf.
+
+@item pool
+Set the pool method to be used for computing vmaf.
+@end table
+
+For example:
+@example
+ffmpeg -i main.mpg -i ref.mpg -lavfi libvmaf -f null -
+@end example
+
+Example with options:
+@example
+ffmpeg -i main.mpg -i ref.mpg -lavfi libvmaf="psnr=1:enable-transform=1" -f null -
+@end example
+
@section loop
Loop video frames.
@@ -212,6 +212,7 @@ OBJS-$(CONFIG_INTERLACE_FILTER) += vf_interlace.o
OBJS-$(CONFIG_INTERLEAVE_FILTER) += f_interleave.o
OBJS-$(CONFIG_KERNDEINT_FILTER) += vf_kerndeint.o
OBJS-$(CONFIG_LENSCORRECTION_FILTER) += vf_lenscorrection.o
+OBJS-$(CONFIG_LIBVMAF_FILTER) += vf_libvmaf.o dualinput.o framesync.o
OBJS-$(CONFIG_LOOP_FILTER) += f_loop.o
OBJS-$(CONFIG_LUMAKEY_FILTER) += vf_lumakey.o
OBJS-$(CONFIG_LUT_FILTER) += vf_lut.o
@@ -224,6 +224,7 @@ static void register_all(void)
REGISTER_FILTER(INTERLEAVE, interleave, vf);
REGISTER_FILTER(KERNDEINT, kerndeint, vf);
REGISTER_FILTER(LENSCORRECTION, lenscorrection, vf);
+ REGISTER_FILTER(LIBVMAF, libvmaf, vf);
REGISTER_FILTER(LOOP, loop, vf);
REGISTER_FILTER(LUMAKEY, lumakey, vf);
REGISTER_FILTER(LUT, lut, vf);
new file mode 100644
@@ -0,0 +1,339 @@
+/*
+ * Copyright (c) 2017 Ronald S. Bultje <rsbultje@gmail.com>
+ * Copyright (c) 2017 Ashish Pratap Singh <ashk43712@gmail.com>
+ *
+ * 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
+ */
+
+/**
+ * @file
+ * Calculate the VMAF between two input videos.
+ */
+
+#include <inttypes.h>
+#include <pthread.h>
+#include <libvmaf.h>
+#include "libavutil/avstring.h"
+#include "libavutil/opt.h"
+#include "libavutil/pixdesc.h"
+#include "avfilter.h"
+#include "dualinput.h"
+#include "drawutils.h"
+#include "formats.h"
+#include "internal.h"
+#include "video.h"
+
+typedef struct LIBVMAFContext {
+ const AVClass *class;
+ FFDualInputContext dinput;
+ const AVPixFmtDescriptor *desc;
+ char *format;
+ int width;
+ int height;
+ double vmaf_score;
+ pthread_t vmaf_thread;
+ pthread_mutex_t lock;
+ pthread_cond_t cond;
+ int eof;
+ AVFrame *gmain;
+ AVFrame *gref;
+ int frame_set;
+ char *model_path;
+ char *log_path;
+ char *log_fmt;
+ int disable_clip;
+ int disable_avx;
+ int enable_transform;
+ int phone_model;
+ int psnr;
+ int ssim;
+ int ms_ssim;
+ char *pool;
+} LIBVMAFContext;
+
+#define OFFSET(x) offsetof(LIBVMAFContext, x)
+#define FLAGS AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM
+
+static const AVOption libvmaf_options[] = {
+ {"model_path", "Set the model to be used for computing vmaf.", OFFSET(model_path), AV_OPT_TYPE_STRING, {.str="/usr/local/share/model/vmaf_v0.6.1.pkl"}, 0, 1, FLAGS},
+ {"log_path", "Set the file path to be used to store logs.", OFFSET(log_path), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 1, FLAGS},
+ {"log_fmt", "Set the format of the log (xml or json).", OFFSET(log_fmt), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 1, FLAGS},
+ {"enable_transform", "Enables transform for computing vmaf.", OFFSET(enable_transform), AV_OPT_TYPE_BOOL, {.i64=0}, 0, 1, FLAGS},
+ {"phone_model", "Invokes the phone model that will generate higher VMAF scores.", OFFSET(phone_model), AV_OPT_TYPE_BOOL, {.i64=0}, 0, 1, FLAGS},
+ {"psnr", "Enables computing psnr along with vmaf.", OFFSET(psnr), AV_OPT_TYPE_BOOL, {.i64=0}, 0, 1, FLAGS},
+ {"ssim", "Enables computing ssim along with vmaf.", OFFSET(ssim), AV_OPT_TYPE_BOOL, {.i64=0}, 0, 1, FLAGS},
+ {"ms_ssim", "Enables computing ms-ssim along with vmaf.", OFFSET(ms_ssim), AV_OPT_TYPE_BOOL, {.i64=0}, 0, 1, FLAGS},
+ {"pool", "Set the pool method to be used for computing vmaf.", OFFSET(pool), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 1, FLAGS},
+ { NULL }
+};
+
+AVFILTER_DEFINE_CLASS(libvmaf);
+
+#define read_frame_fn(type, bits) \
+ static int read_frame_##bits##bit(float *ref_data, float *main_data, \
+ float *temp_data, int stride, \
+ double *score, void *ctx) \
+{ \
+ LIBVMAFContext *s = (LIBVMAFContext *) ctx; \
+ int ret; \
+ \
+ pthread_mutex_lock(&s->lock); \
+ \
+ while (!s->frame_set && !s->eof) { \
+ pthread_cond_wait(&s->cond, &s->lock); \
+ } \
+ \
+ if (s->frame_set) { \
+ int ref_stride = s->gref->linesize[0]; \
+ int main_stride = s->gmain->linesize[0]; \
+ \
+ const type *ref_ptr = (const type *) s->gref->data[0]; \
+ const type *main_ptr = (const type *) s->gmain->data[0]; \
+ \
+ float *ptr = ref_data; \
+ \
+ int h = s->height; \
+ int w = s->width; \
+ \
+ int i,j; \
+ \
+ for (i = 0; i < h; i++) { \
+ for ( j = 0; j < w; j++) { \
+ ptr[j] = (float)ref_ptr[j]; \
+ } \
+ ref_ptr += ref_stride / sizeof(*ref_ptr); \
+ ptr += stride / sizeof(*ptr); \
+ } \
+ \
+ ptr = main_data; \
+ \
+ for (i = 0; i < h; i++) { \
+ for (j = 0; j < w; j++) { \
+ ptr[j] = (float)main_ptr[j]; \
+ } \
+ main_ptr += main_stride / sizeof(*main_ptr); \
+ ptr += stride / sizeof(*ptr); \
+ } \
+ } \
+ \
+ ret = !s->frame_set; \
+ \
+ s->frame_set = 0; \
+ \
+ pthread_cond_signal(&s->cond); \
+ pthread_mutex_unlock(&s->lock); \
+ \
+ if (ret) { \
+ return 2; \
+ } \
+ \
+ return 0; \
+}
+
+read_frame_fn(uint8_t, 8);
+read_frame_fn(uint16_t, 10);
+
+static void compute_vmaf_score(LIBVMAFContext *s)
+{
+ int (*read_frame)(float *ref_data, float *main_data, float *temp_data,
+ int stride, double *score, void *ctx);
+
+ if (s->desc->comp[0].depth <= 8) {
+ read_frame = read_frame_8bit;
+ } else {
+ read_frame = read_frame_10bit;
+ }
+
+ s->vmaf_score = compute_vmaf(s->format, s->width, s->height, read_frame, s,
+ s->model_path, s->log_path, s->log_fmt, 0, 0,
+ s->enable_transform, s->phone_model, s->psnr,
+ s->ssim, s->ms_ssim, s->pool);
+}
+
+static void *call_vmaf(void *ctx)
+{
+ LIBVMAFContext *s = (LIBVMAFContext *) ctx;
+ compute_vmaf_score(s);
+ av_log(ctx, AV_LOG_INFO, "VMAF score: %f\n",s->vmaf_score);
+ pthread_exit(NULL);
+}
+
+static AVFrame *do_vmaf(AVFilterContext *ctx, AVFrame *main, const AVFrame *ref)
+{
+ LIBVMAFContext *s = ctx->priv;
+
+ pthread_mutex_lock(&s->lock);
+
+ while (s->frame_set != 0) {
+ pthread_cond_wait(&s->cond, &s->lock);
+ }
+
+ av_frame_ref(s->gref, ref);
+ av_frame_ref(s->gmain, main);
+
+ s->frame_set = 1;
+
+ pthread_cond_signal(&s->cond);
+ pthread_mutex_unlock(&s->lock);
+
+ return main;
+}
+
+static av_cold int init(AVFilterContext *ctx)
+{
+ LIBVMAFContext *s = ctx->priv;
+
+ s->gref = av_frame_alloc();
+ s->gmain = av_frame_alloc();
+
+ pthread_mutex_init(&s->lock, NULL);
+ pthread_cond_init (&s->cond, NULL);
+
+ s->dinput.process = do_vmaf;
+ return 0;
+}
+
+static int query_formats(AVFilterContext *ctx)
+{
+ static const enum AVPixelFormat pix_fmts[] = {
+ AV_PIX_FMT_YUV444P, AV_PIX_FMT_YUV422P, AV_PIX_FMT_YUV420P,
+ AV_PIX_FMT_YUV444P10LE, AV_PIX_FMT_YUV422P10LE, AV_PIX_FMT_YUV420P10LE,
+ AV_PIX_FMT_NONE
+ };
+
+ AVFilterFormats *fmts_list = ff_make_format_list(pix_fmts);
+ if (!fmts_list)
+ return AVERROR(ENOMEM);
+ return ff_set_common_formats(ctx, fmts_list);
+}
+
+
+static int config_input_ref(AVFilterLink *inlink)
+{
+ AVFilterContext *ctx = inlink->dst;
+ LIBVMAFContext *s = ctx->priv;
+ int th;
+
+ if (ctx->inputs[0]->w != ctx->inputs[1]->w ||
+ ctx->inputs[0]->h != ctx->inputs[1]->h) {
+ av_log(ctx, AV_LOG_ERROR, "Width and height of input videos must be same.\n");
+ return AVERROR(EINVAL);
+ }
+ if (ctx->inputs[0]->format != ctx->inputs[1]->format) {
+ av_log(ctx, AV_LOG_ERROR, "Inputs must be of same pixel format.\n");
+ return AVERROR(EINVAL);
+ }
+
+ s->desc = av_pix_fmt_desc_get(inlink->format);
+ s->width = ctx->inputs[0]->w;
+ s->height = ctx->inputs[0]->h;
+
+ th = pthread_create(&s->vmaf_thread, NULL, call_vmaf, (void *) s);
+ if (th) {
+ av_log(ctx, AV_LOG_ERROR, "Thread creation failed.\n");
+ return AVERROR(EINVAL);
+ }
+
+ return 0;
+}
+
+
+static int config_output(AVFilterLink *outlink)
+{
+ AVFilterContext *ctx = outlink->src;
+ LIBVMAFContext *s = ctx->priv;
+ AVFilterLink *mainlink = ctx->inputs[0];
+ int ret;
+
+ outlink->w = mainlink->w;
+ outlink->h = mainlink->h;
+ outlink->time_base = mainlink->time_base;
+ outlink->sample_aspect_ratio = mainlink->sample_aspect_ratio;
+ outlink->frame_rate = mainlink->frame_rate;
+ if ((ret = ff_dualinput_init(ctx, &s->dinput)) < 0)
+ return ret;
+
+ return 0;
+}
+
+static int filter_frame(AVFilterLink *inlink, AVFrame *inpicref)
+{
+ LIBVMAFContext *s = inlink->dst->priv;
+ return ff_dualinput_filter_frame(&s->dinput, inlink, inpicref);
+}
+
+static int request_frame(AVFilterLink *outlink)
+{
+ LIBVMAFContext *s = outlink->src->priv;
+ return ff_dualinput_request_frame(&s->dinput, outlink);
+}
+
+static av_cold void uninit(AVFilterContext *ctx)
+{
+ LIBVMAFContext *s = ctx->priv;
+
+ ff_dualinput_uninit(&s->dinput);
+
+ pthread_mutex_lock(&s->lock);
+ s->eof = 1;
+ pthread_cond_signal(&s->cond);
+ pthread_mutex_unlock(&s->lock);
+
+ pthread_join(s->vmaf_thread, NULL);
+
+ av_frame_free(&s->gref);
+ av_frame_free(&s->gmain);
+
+ pthread_mutex_destroy(&s->lock);
+ pthread_cond_destroy(&s->cond);
+}
+
+static const AVFilterPad libvmaf_inputs[] = {
+ {
+ .name = "main",
+ .type = AVMEDIA_TYPE_VIDEO,
+ .filter_frame = filter_frame,
+ },{
+ .name = "reference",
+ .type = AVMEDIA_TYPE_VIDEO,
+ .filter_frame = filter_frame,
+ .config_props = config_input_ref,
+ },
+ { NULL }
+};
+
+static const AVFilterPad libvmaf_outputs[] = {
+ {
+ .name = "default",
+ .type = AVMEDIA_TYPE_VIDEO,
+ .config_props = config_output,
+ .request_frame = request_frame,
+ },
+ { NULL }
+};
+
+AVFilter ff_vf_libvmaf = {
+ .name = "libvmaf",
+ .description = NULL_IF_CONFIG_SMALL("Calculate the VMAF between two video streams."),
+ .init = init,
+ .uninit = uninit,
+ .query_formats = query_formats,
+ .priv_size = sizeof(LIBVMAFContext),
+ .priv_class = &libvmaf_class,
+ .inputs = libvmaf_inputs,
+ .outputs = libvmaf_outputs,
+};
This one changes the previous vmaf patch to libvmaf to keep it separate from the native implementation of vmaf inside ffmpeg later. Signed-off-by: Ashish Singh <ashk43712@gmail.com> --- Changelog | 1 + configure | 5 + doc/filters.texi | 64 +++++++++ libavfilter/Makefile | 1 + libavfilter/allfilters.c | 1 + libavfilter/vf_libvmaf.c | 339 +++++++++++++++++++++++++++++++++++++++++++++++ 6 files changed, 411 insertions(+) create mode 100644 libavfilter/vf_libvmaf.c