@@ -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
@@ -2878,6 +2880,7 @@ libspeex_encoder_deps="libspeex"
libspeex_encoder_select="audio_frame_queue"
libtheora_encoder_deps="libtheora"
libtwolame_encoder_deps="libtwolame"
+libvmaf_filter_deps="libvmaf"
libvo_amrwbenc_encoder_deps="libvo_amrwbenc"
libvorbis_decoder_deps="libvorbis"
libvorbis_encoder_deps="libvorbis"
@@ -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
@@ -314,6 +314,7 @@ OBJS-$(CONFIG_VFLIP_FILTER) += vf_vflip.o
OBJS-$(CONFIG_VIDSTABDETECT_FILTER) += vidstabutils.o vf_vidstabdetect.o
OBJS-$(CONFIG_VIDSTABTRANSFORM_FILTER) += vidstabutils.o vf_vidstabtransform.o
OBJS-$(CONFIG_VIGNETTE_FILTER) += vf_vignette.o
+OBJS-$(CONFIG_VMAF_FILTER) += vf_vmaf.o dualinput.o framesync.o
OBJS-$(CONFIG_VSTACK_FILTER) += vf_stack.o framesync.o
OBJS-$(CONFIG_W3FDIF_FILTER) += vf_w3fdif.o
OBJS-$(CONFIG_WAVEFORM_FILTER) += vf_waveform.o
@@ -325,6 +325,7 @@ static void register_all(void)
REGISTER_FILTER(VIDSTABDETECT, vidstabdetect, vf);
REGISTER_FILTER(VIDSTABTRANSFORM, vidstabtransform, vf);
REGISTER_FILTER(VIGNETTE, vignette, vf);
+ REGISTER_FILTER(VMAF, vmaf, vf);
REGISTER_FILTER(VSTACK, vstack, vf);
REGISTER_FILTER(W3FDIF, w3fdif, vf);
REGISTER_FILTER(WAVEFORM, waveform, vf);
new file mode 100644
@@ -0,0 +1,400 @@
+/*
+ * 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 <string.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 VMAFContext {
+ const AVClass *class;
+ FFDualInputContext dinput;
+ 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;
+} VMAFContext;
+
+#define OFFSET(x) offsetof(VMAFContext, x)
+#define FLAGS AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM
+
+static const AVOption vmaf_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},
+ {"disable_clip", "Disables clip for computing vmaf.", OFFSET(disable_clip), AV_OPT_TYPE_BOOL, {.i64=0}, 0, 1, FLAGS},
+ {"disable avx", "Disables avx for computing vmaf.", OFFSET(disable_avx), AV_OPT_TYPE_BOOL, {.i64=0}, 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(vmaf);
+
+static int read_frame_8bit(float *ref_data, float *main_data, float *temp_data,
+ int stride, double *score, void *ctx)
+{
+ VMAFContext *s = (VMAFContext *) 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];
+
+ uint8_t *ptr = s->gref->data[0];
+ float *ptr1 = 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++) {
+ ptr1[j] = (float)ptr[j];
+ }
+ ptr += ref_stride/sizeof(*ptr);
+ ptr1 += stride/sizeof(*ptr1);
+ }
+
+ ptr = s->gmain->data[0];
+ ptr1 = main_data;
+
+ for (i = 0; i < h; i++) {
+ for (j = 0; j < w; j++) {
+ ptr1[j] = (float)ptr[j];
+ }
+ ptr += main_stride/sizeof(*ptr);
+ ptr1 += stride/sizeof(*ptr1);
+ }
+ }
+
+ ret = !s->frame_set;
+
+ s->frame_set = 0;
+
+ pthread_cond_signal(&s->cond);
+ pthread_mutex_unlock(&s->lock);
+
+ if (ret) {
+ return 2;
+ }
+
+ return 0;
+}
+
+static int read_frame_10bit(float *ref_data, float *main_data, float *temp_data,
+ int stride, double *score, void *ctx)
+{
+ VMAFContext *s = (VMAFContext *) 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];
+
+ uint16_t *ptr = (uint16_t *) s->gref->data[0];
+ float *ptr1 = 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++) {
+ ptr1[j] = (float)ptr[j];
+ }
+ ptr += ref_stride/sizeof(*ptr);
+ ptr1 += stride/sizeof(*ptr1);
+ }
+
+ ptr = (uint16_t *) s->gmain->data[0];
+ ptr1 = main_data;
+
+ for (i = 0; i < h; i++) {
+ for (j = 0; j < w; j++) {
+ ptr1[j] = (float)ptr[j];
+ }
+ ptr += main_stride/sizeof(*ptr);
+ ptr1 += stride/sizeof(*ptr1);
+ }
+ }
+
+ ret = !s->frame_set;
+
+ s->frame_set = 0;
+
+ pthread_cond_signal(&s->cond);
+ pthread_mutex_unlock(&s->lock);
+
+ if (ret) {
+ return 2;
+ }
+
+ return 0;
+}
+
+static void compute_vmaf_score(VMAFContext *s)
+{
+ int (*read_frame)(float *ref_data, float *main_data, float *temp_data,
+ int stride, double *score, void *ctx);
+
+ if (!strcmp(s->format, "yuv420p") || !strcmp(s->format, "yuv422p") ||
+ !strcmp(s->format, "yuv444p")) {
+ 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,
+ s->disable_clip, s->disable_avx,
+ s->enable_transform, s->phone_model,
+ s->psnr, s->ssim, s->ms_ssim, s->pool);
+}
+
+static void *call_vmaf(void *ctx)
+{
+ VMAFContext *s = (VMAFContext *) ctx;
+ compute_vmaf_score(s);
+ pthread_exit(NULL);
+}
+
+static AVFrame *do_vmaf(AVFilterContext *ctx, AVFrame *main, const AVFrame *ref)
+{
+ VMAFContext *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)
+{
+ VMAFContext *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;
+ VMAFContext *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);
+ }
+ if (!(s->model_path)) {
+ av_log(ctx, AV_LOG_ERROR, "No model specified.\n");
+ return AVERROR(EINVAL);
+ }
+
+ s->format = av_get_pix_fmt_name(ctx->inputs[0]->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;
+ VMAFContext *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)
+{
+ VMAFContext *s = inlink->dst->priv;
+ return ff_dualinput_filter_frame(&s->dinput, inlink, inpicref);
+}
+
+static int request_frame(AVFilterLink *outlink)
+{
+ VMAFContext *s = outlink->src->priv;
+ return ff_dualinput_request_frame(&s->dinput, outlink);
+}
+
+static av_cold void uninit(AVFilterContext *ctx)
+{
+ VMAFContext *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);
+
+ av_log(ctx, AV_LOG_INFO, "VMAF score: %f\n",s->vmaf_score);
+}
+
+static const AVFilterPad vmaf_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 vmaf_outputs[] = {
+ {
+ .name = "default",
+ .type = AVMEDIA_TYPE_VIDEO,
+ .config_props = config_output,
+ .request_frame = request_frame,
+ },
+ { NULL }
+};
+
+AVFilter ff_vf_vmaf = {
+ .name = "vmaf",
+ .description = NULL_IF_CONFIG_SMALL("Calculate the VMAF between two video streams."),
+ .init = init,
+ .uninit = uninit,
+ .query_formats = query_formats,
+ .priv_size = sizeof(VMAFContext),
+ .priv_class = &vmaf_class,
+ .inputs = vmaf_inputs,
+ .outputs = vmaf_outputs,
+};