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[79.124.17.100]) by mx.google.com with ESMTP id u143si3036324wmu.187.2017.07.14.12.44.26; Fri, 14 Jul 2017 12:44:27 -0700 (PDT) Received-SPF: pass (google.com: domain of ffmpeg-devel-bounces@ffmpeg.org designates 79.124.17.100 as permitted sender) client-ip=79.124.17.100; Authentication-Results: mx.google.com; dkim=neutral (body hash did not verify) header.i=@gmail.com header.b=Ut4V9L/u; spf=pass (google.com: domain of ffmpeg-devel-bounces@ffmpeg.org designates 79.124.17.100 as permitted sender) smtp.mailfrom=ffmpeg-devel-bounces@ffmpeg.org; dmarc=fail (p=NONE sp=NONE dis=NONE) header.from=gmail.com Received: from [127.0.1.1] (localhost [127.0.0.1]) by ffbox0-bg.mplayerhq.hu (Postfix) with ESMTP id 2E148689CBC; Fri, 14 Jul 2017 22:44:18 +0300 (EEST) X-Original-To: ffmpeg-devel@ffmpeg.org Delivered-To: ffmpeg-devel@ffmpeg.org Received: from mail-pf0-f193.google.com (mail-pf0-f193.google.com [209.85.192.193]) by ffbox0-bg.mplayerhq.hu (Postfix) with ESMTPS id D38326897DD for ; Fri, 14 Jul 2017 22:44:10 +0300 (EEST) Received: by mail-pf0-f193.google.com with SMTP id q85so11963719pfq.2 for ; Fri, 14 Jul 2017 12:44:16 -0700 (PDT) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=gmail.com; s=20161025; h=from:to:cc:subject:date:message-id:in-reply-to:references; bh=zQDNMs5dlCjS/7DnmaR9G7LjKf8Isf+THh9G/tfK6q0=; b=Ut4V9L/ubKSteQx9MAVRC6pG/TruLPI4Ce4JdB8zCBi/pb5w+Amyo63QH936XEBNAJ DkDUcGI5s43zDkzPcjqaPjDkVY5LuGpuB1P0xFcurAVZmWQGP5r2kh1OnuqahI1mGqMR 2km3NDL3FmVqFG85IjGNKAz2k7yJmFAnQxqKl7unigj+vxZcgrYFmXh1IfpqsFFVpiE3 exBxj9I0L2oCL4UfMkM0b/K68tjLzYOQg7kv2bNS8jFiQx6xhSYSN/zqrFcFaEVAHy5G IVAP48otOL4Vw68SPFFPwYvFP0fXfqlXT8HSr5NMwnAtmj3wZpcpBRe2C2lYPl6jh7vo ksyg== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20161025; h=x-gm-message-state:from:to:cc:subject:date:message-id:in-reply-to :references; bh=zQDNMs5dlCjS/7DnmaR9G7LjKf8Isf+THh9G/tfK6q0=; b=DUIJmFpzFIcQ2kqjwyz8sElUk1OHt6kgzWNEKtRHiEhnBQrw6Lpj9kgn37URo5Dta8 AwoDVJ048Md8xR205SnCwM9kSRdq2471GDfT72yCeC8wgEdcKI9Fgy0UD6Mm5lY5hYgL auf26TE9HakI9WVT8kdLvmqm5BlIcREcyb9Ufjxjt9BL/+bvxyZulQinn1H2yNbTtV6I Uf7gvSj4jkHb2zwiNupWJi1F9sZOPvVrm4WlWeDnuRLM8ii8Qn1clHun29ORmdvpCfvu VUPIFT/9AmswR+8rZa78u+1ghCiFKFlMqTP/cqfTn4d0KiAq7EGeUKqOBZfitp5498mm EIcw== X-Gm-Message-State: AIVw111KjwIFKJKkZ6X6RsX21BjwfkNrWgUKiPij1DXlx0ndQ/xLTWHc AtB85Nin2WVv6Rx2 X-Received: by 10.84.170.67 with SMTP id i61mr17766354plb.114.1500061087650; Fri, 14 Jul 2017 12:38:07 -0700 (PDT) Received: from localhost.localdomain ([117.244.53.232]) by smtp.gmail.com with ESMTPSA id u9sm22122487pfg.127.2017.07.14.12.38.04 (version=TLS1_2 cipher=ECDHE-RSA-AES128-SHA bits=128/128); Fri, 14 Jul 2017 12:38:07 -0700 (PDT) From: Ashish Singh To: ffmpeg-devel@ffmpeg.org Date: Sat, 15 Jul 2017 01:05:04 +0530 Message-Id: <1500060904-29254-1-git-send-email-ashk43712@gmail.com> X-Mailer: git-send-email 2.7.4 In-Reply-To: <1499099892-14026-1-git-send-email-ashk43712@gmail.com> References: <1499099892-14026-1-git-send-email-ashk43712@gmail.com> Subject: [FFmpeg-devel] [PATCH] avfilter: add VMAF filter X-BeenThere: ffmpeg-devel@ffmpeg.org X-Mailman-Version: 2.1.20 Precedence: list List-Id: FFmpeg development discussions and patches List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , Reply-To: FFmpeg development discussions and patches Cc: Ashish Singh MIME-Version: 1.0 Errors-To: ffmpeg-devel-bounces@ffmpeg.org Sender: "ffmpeg-devel" Hi, templatized 8-bit and 10-bit functions. Documented options in doc/filters.texi and fixed most of the issues with earlier patches. Signed-off-by: Ashish Singh --- Changelog | 1 + configure | 5 + doc/filters.texi | 64 +++++++++ libavfilter/Makefile | 1 + libavfilter/allfilters.c | 1 + libavfilter/vf_libvmaf.c | 340 +++++++++++++++++++++++++++++++++++++++++++++++ 6 files changed, 412 insertions(+) create mode 100644 libavfilter/vf_libvmaf.c diff --git a/Changelog b/Changelog index 1778980..311b55b 100644 --- a/Changelog +++ b/Changelog @@ -10,6 +10,7 @@ version : - config.log and other configuration files moved into ffbuild/ directory - update cuvid/nvenc headers to Video Codec SDK 8.0.14 - afir audio filter +- vmaf video filter version 3.3: - CrystalHD decoder moved to new decode API diff --git a/configure b/configure index 5ae5227..bafcd07 100755 --- a/configure +++ b/configure @@ -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 diff --git a/doc/filters.texi b/doc/filters.texi index 5985db6..44e95b4 100644 --- a/doc/filters.texi +++ b/doc/filters.texi @@ -14701,6 +14701,70 @@ vignette='PI/4+random(1)*PI/50':eval=frame @end itemize +@section vmaf + +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. + +Currently 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 vmaf -f null - +@end example + +Example with options: +@example +ffmpeg -i main.mpg -i ref.mpg -lavfi vmaf="psnr=1:enable-transform=1" -f null - +@end example + @section vstack Stack input videos vertically. diff --git a/libavfilter/Makefile b/libavfilter/Makefile index f7dfe8a..1c4bd56 100644 --- a/libavfilter/Makefile +++ b/libavfilter/Makefile @@ -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 diff --git a/libavfilter/allfilters.c b/libavfilter/allfilters.c index cd35ae4..6894a6f 100644 --- a/libavfilter/allfilters.c +++ b/libavfilter/allfilters.c @@ -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); diff --git a/libavfilter/vf_libvmaf.c b/libavfilter/vf_libvmaf.c new file mode 100644 index 0000000..c29566c --- /dev/null +++ b/libavfilter/vf_libvmaf.c @@ -0,0 +1,340 @@ +/* + * Copyright (c) 2017 Ronald S. Bultje + * Copyright (c) 2017 Ashish Pratap Singh + * + * 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 +#include +#include +#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; + 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; +} 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}, + {"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); + +#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) \ +{ \ + 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]; \ + \ + 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(VMAFContext *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) +{ + VMAFContext *s = (VMAFContext *) 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) +{ + 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); + } + + 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; + 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); +} + +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, +};