2 * Copyright (c) 2017 Ronald S. Bultje <rsbultje@gmail.com>
3 * Copyright (c) 2017 Ashish Pratap Singh <ashk43712@gmail.com>
5 * This file is part of FFmpeg.
7 * FFmpeg is free software; you can redistribute it and/or
8 * modify it under the terms of the GNU Lesser General Public
9 * License as published by the Free Software Foundation; either
10 * version 2.1 of the License, or (at your option) any later version.
12 * FFmpeg is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
15 * Lesser General Public License for more details.
17 * You should have received a copy of the GNU Lesser General Public
18 * License along with FFmpeg; if not, write to the Free Software
19 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
24 * Calculate the VMAF between two input videos.
29 #include "libavutil/avstring.h"
30 #include "libavutil/opt.h"
31 #include "libavutil/pixdesc.h"
33 #include "drawutils.h"
35 #include "framesync.h"
39 typedef struct LIBVMAFContext {
42 const AVPixFmtDescriptor *desc;
46 pthread_t vmaf_thread;
67 #define OFFSET(x) offsetof(LIBVMAFContext, x)
68 #define FLAGS AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM
70 static const AVOption libvmaf_options[] = {
71 {"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},
72 {"log_path", "Set the file path to be used to store logs.", OFFSET(log_path), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 1, FLAGS},
73 {"log_fmt", "Set the format of the log (xml or json).", OFFSET(log_fmt), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 1, FLAGS},
74 {"enable_transform", "Enables transform for computing vmaf.", OFFSET(enable_transform), AV_OPT_TYPE_BOOL, {.i64=0}, 0, 1, FLAGS},
75 {"phone_model", "Invokes the phone model that will generate higher VMAF scores.", OFFSET(phone_model), AV_OPT_TYPE_BOOL, {.i64=0}, 0, 1, FLAGS},
76 {"psnr", "Enables computing psnr along with vmaf.", OFFSET(psnr), AV_OPT_TYPE_BOOL, {.i64=0}, 0, 1, FLAGS},
77 {"ssim", "Enables computing ssim along with vmaf.", OFFSET(ssim), AV_OPT_TYPE_BOOL, {.i64=0}, 0, 1, FLAGS},
78 {"ms_ssim", "Enables computing ms-ssim along with vmaf.", OFFSET(ms_ssim), AV_OPT_TYPE_BOOL, {.i64=0}, 0, 1, FLAGS},
79 {"pool", "Set the pool method to be used for computing vmaf.", OFFSET(pool), AV_OPT_TYPE_STRING, {.str=NULL}, 0, 1, FLAGS},
83 FRAMESYNC_DEFINE_CLASS(libvmaf, LIBVMAFContext, fs);
85 #define read_frame_fn(type, bits) \
86 static int read_frame_##bits##bit(float *ref_data, float *main_data, \
87 float *temp_data, int stride, void *ctx) \
89 LIBVMAFContext *s = (LIBVMAFContext *) ctx; \
92 pthread_mutex_lock(&s->lock); \
94 while (!s->frame_set && !s->eof) { \
95 pthread_cond_wait(&s->cond, &s->lock); \
99 int ref_stride = s->gref->linesize[0]; \
100 int main_stride = s->gmain->linesize[0]; \
102 const type *ref_ptr = (const type *) s->gref->data[0]; \
103 const type *main_ptr = (const type *) s->gmain->data[0]; \
105 float *ptr = ref_data; \
112 for (i = 0; i < h; i++) { \
113 for ( j = 0; j < w; j++) { \
114 ptr[j] = (float)ref_ptr[j]; \
116 ref_ptr += ref_stride / sizeof(*ref_ptr); \
117 ptr += stride / sizeof(*ptr); \
122 for (i = 0; i < h; i++) { \
123 for (j = 0; j < w; j++) { \
124 ptr[j] = (float)main_ptr[j]; \
126 main_ptr += main_stride / sizeof(*main_ptr); \
127 ptr += stride / sizeof(*ptr); \
131 ret = !s->frame_set; \
133 av_frame_unref(s->gref); \
134 av_frame_unref(s->gmain); \
137 pthread_cond_signal(&s->cond); \
138 pthread_mutex_unlock(&s->lock); \
147 read_frame_fn(uint8_t, 8);
148 read_frame_fn(uint16_t, 10);
150 static void compute_vmaf_score(LIBVMAFContext *s)
152 int (*read_frame)(float *ref_data, float *main_data, float *temp_data,
153 int stride, void *ctx);
156 if (s->desc->comp[0].depth <= 8) {
157 read_frame = read_frame_8bit;
159 read_frame = read_frame_10bit;
162 format = (char *) s->desc->name;
164 s->error = compute_vmaf(&s->vmaf_score, format, s->width, s->height,
165 read_frame, s, s->model_path, s->log_path,
166 s->log_fmt, 0, 0, s->enable_transform,
167 s->phone_model, s->psnr, s->ssim,
168 s->ms_ssim, s->pool);
171 static void *call_vmaf(void *ctx)
173 LIBVMAFContext *s = (LIBVMAFContext *) ctx;
174 compute_vmaf_score(s);
176 av_log(ctx, AV_LOG_INFO, "VMAF score: %f\n",s->vmaf_score);
178 pthread_mutex_lock(&s->lock);
179 pthread_cond_signal(&s->cond);
180 pthread_mutex_unlock(&s->lock);
186 static int do_vmaf(FFFrameSync *fs)
188 AVFilterContext *ctx = fs->parent;
189 LIBVMAFContext *s = ctx->priv;
190 AVFrame *master, *ref;
193 ret = ff_framesync_dualinput_get(fs, &master, &ref);
197 return ff_filter_frame(ctx->outputs[0], master);
199 pthread_mutex_lock(&s->lock);
201 while (s->frame_set && !s->error) {
202 pthread_cond_wait(&s->cond, &s->lock);
206 av_log(ctx, AV_LOG_ERROR,
207 "libvmaf encountered an error, check log for details\n");
208 pthread_mutex_unlock(&s->lock);
209 return AVERROR(EINVAL);
212 av_frame_ref(s->gref, ref);
213 av_frame_ref(s->gmain, master);
217 pthread_cond_signal(&s->cond);
218 pthread_mutex_unlock(&s->lock);
220 return ff_filter_frame(ctx->outputs[0], master);
223 static av_cold int init(AVFilterContext *ctx)
225 LIBVMAFContext *s = ctx->priv;
227 s->gref = av_frame_alloc();
228 s->gmain = av_frame_alloc();
231 pthread_mutex_init(&s->lock, NULL);
232 pthread_cond_init (&s->cond, NULL);
234 s->fs.on_event = do_vmaf;
238 static int query_formats(AVFilterContext *ctx)
240 static const enum AVPixelFormat pix_fmts[] = {
241 AV_PIX_FMT_YUV444P, AV_PIX_FMT_YUV422P, AV_PIX_FMT_YUV420P,
242 AV_PIX_FMT_YUV444P10LE, AV_PIX_FMT_YUV422P10LE, AV_PIX_FMT_YUV420P10LE,
246 AVFilterFormats *fmts_list = ff_make_format_list(pix_fmts);
248 return AVERROR(ENOMEM);
249 return ff_set_common_formats(ctx, fmts_list);
253 static int config_input_ref(AVFilterLink *inlink)
255 AVFilterContext *ctx = inlink->dst;
256 LIBVMAFContext *s = ctx->priv;
259 if (ctx->inputs[0]->w != ctx->inputs[1]->w ||
260 ctx->inputs[0]->h != ctx->inputs[1]->h) {
261 av_log(ctx, AV_LOG_ERROR, "Width and height of input videos must be same.\n");
262 return AVERROR(EINVAL);
264 if (ctx->inputs[0]->format != ctx->inputs[1]->format) {
265 av_log(ctx, AV_LOG_ERROR, "Inputs must be of same pixel format.\n");
266 return AVERROR(EINVAL);
269 s->desc = av_pix_fmt_desc_get(inlink->format);
270 s->width = ctx->inputs[0]->w;
271 s->height = ctx->inputs[0]->h;
273 th = pthread_create(&s->vmaf_thread, NULL, call_vmaf, (void *) s);
275 av_log(ctx, AV_LOG_ERROR, "Thread creation failed.\n");
276 return AVERROR(EINVAL);
282 static int config_output(AVFilterLink *outlink)
284 AVFilterContext *ctx = outlink->src;
285 LIBVMAFContext *s = ctx->priv;
286 AVFilterLink *mainlink = ctx->inputs[0];
289 ret = ff_framesync_init_dualinput(&s->fs, ctx);
292 outlink->w = mainlink->w;
293 outlink->h = mainlink->h;
294 outlink->time_base = mainlink->time_base;
295 outlink->sample_aspect_ratio = mainlink->sample_aspect_ratio;
296 outlink->frame_rate = mainlink->frame_rate;
297 if ((ret = ff_framesync_configure(&s->fs)) < 0)
303 static int activate(AVFilterContext *ctx)
305 LIBVMAFContext *s = ctx->priv;
306 return ff_framesync_activate(&s->fs);
309 static av_cold void uninit(AVFilterContext *ctx)
311 LIBVMAFContext *s = ctx->priv;
313 ff_framesync_uninit(&s->fs);
315 pthread_mutex_lock(&s->lock);
317 pthread_cond_signal(&s->cond);
318 pthread_mutex_unlock(&s->lock);
320 pthread_join(s->vmaf_thread, NULL);
322 av_frame_free(&s->gref);
323 av_frame_free(&s->gmain);
325 pthread_mutex_destroy(&s->lock);
326 pthread_cond_destroy(&s->cond);
329 static const AVFilterPad libvmaf_inputs[] = {
332 .type = AVMEDIA_TYPE_VIDEO,
335 .type = AVMEDIA_TYPE_VIDEO,
336 .config_props = config_input_ref,
341 static const AVFilterPad libvmaf_outputs[] = {
344 .type = AVMEDIA_TYPE_VIDEO,
345 .config_props = config_output,
350 AVFilter ff_vf_libvmaf = {
352 .description = NULL_IF_CONFIG_SMALL("Calculate the VMAF between two video streams."),
353 .preinit = libvmaf_framesync_preinit,
356 .query_formats = query_formats,
357 .activate = activate,
358 .priv_size = sizeof(LIBVMAFContext),
359 .priv_class = &libvmaf_class,
360 .inputs = libvmaf_inputs,
361 .outputs = libvmaf_outputs,