/* * Copyright (c) 2019, Alliance for Open Media. All rights reserved * * This source code is subject to the terms of the BSD 2 Clause License and * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License * was not distributed with this source code in the LICENSE file, you can * obtain it at www.aomedia.org/license/software. If the Alliance for Open * Media Patent License 1.0 was not distributed with this source code in the * PATENTS file, you can obtain it at www.aomedia.org/license/patent. */ #include "aom_dsp/vmaf.h" #include #include #include #include #ifdef _WIN32 #include #else #include #endif #include "aom_dsp/blend.h" static void vmaf_fatal_error(const char *message) { fprintf(stderr, "Fatal error: %s\n", message); exit(EXIT_FAILURE); } void aom_init_vmaf_model(VmafModel **vmaf_model, const char *model_path) { if (*vmaf_model != NULL) return; VmafModelConfig model_cfg; model_cfg.flags = VMAF_MODEL_FLAG_DISABLE_CLIP; model_cfg.name = "vmaf"; if (vmaf_model_load_from_path(vmaf_model, &model_cfg, model_path)) { vmaf_fatal_error("Failed to load VMAF model."); } } void aom_close_vmaf_model(VmafModel *vmaf_model) { vmaf_model_destroy(vmaf_model); } static void copy_picture(const int bit_depth, const YV12_BUFFER_CONFIG *src, VmafPicture *dst) { const int width = src->y_width; const int height = src->y_height; if (bit_depth > 8) { uint16_t *src_ptr = CONVERT_TO_SHORTPTR(src->y_buffer); uint16_t *dst_ptr = dst->data[0]; for (int row = 0; row < height; ++row) { memcpy(dst_ptr, src_ptr, width * sizeof(dst_ptr[0])); src_ptr += src->y_stride; dst_ptr += dst->stride[0] / 2; } } else { uint8_t *src_ptr = src->y_buffer; uint8_t *dst_ptr = (uint8_t *)dst->data[0]; for (int row = 0; row < height; ++row) { memcpy(dst_ptr, src_ptr, width * sizeof(dst_ptr[0])); src_ptr += src->y_stride; dst_ptr += dst->stride[0]; } } } void aom_init_vmaf_context(VmafContext **vmaf_context, VmafModel *vmaf_model, bool cal_vmaf_neg) { // TODO(sdeng): make them CLI arguments. VmafConfiguration cfg; cfg.log_level = VMAF_LOG_LEVEL_NONE; cfg.n_threads = 0; cfg.n_subsample = 0; cfg.cpumask = 0; if (vmaf_init(vmaf_context, cfg)) { vmaf_fatal_error("Failed to init VMAF context."); } if (cal_vmaf_neg) { VmafFeatureDictionary *vif_feature = NULL; if (vmaf_feature_dictionary_set(&vif_feature, "vif_enhn_gain_limit", "1.0")) { vmaf_fatal_error("Failed to set vif_enhn_gain_limit."); } if (vmaf_model_feature_overload(vmaf_model, "float_vif", vif_feature)) { vmaf_fatal_error("Failed to use feature float_vif."); } VmafFeatureDictionary *adm_feature = NULL; if (vmaf_feature_dictionary_set(&adm_feature, "adm_enhn_gain_limit", "1.0")) { vmaf_fatal_error("Failed to set adm_enhn_gain_limit."); } if (vmaf_model_feature_overload(vmaf_model, "adm", adm_feature)) { vmaf_fatal_error("Failed to use feature float_adm."); } } VmafFeatureDictionary *motion_force_zero = NULL; if (vmaf_feature_dictionary_set(&motion_force_zero, "motion_force_zero", "1")) { vmaf_fatal_error("Failed to set motion_force_zero."); } if (vmaf_model_feature_overload(vmaf_model, "float_motion", motion_force_zero)) { vmaf_fatal_error("Failed to use feature float_motion."); } if (vmaf_use_features_from_model(*vmaf_context, vmaf_model)) { vmaf_fatal_error("Failed to load feature extractors from VMAF model."); } } void aom_close_vmaf_context(VmafContext *vmaf_context) { if (vmaf_close(vmaf_context)) { vmaf_fatal_error("Failed to close VMAF context."); } } void aom_calc_vmaf(VmafModel *vmaf_model, const YV12_BUFFER_CONFIG *source, const YV12_BUFFER_CONFIG *distorted, int bit_depth, bool cal_vmaf_neg, double *vmaf) { VmafContext *vmaf_context; aom_init_vmaf_context(&vmaf_context, vmaf_model, cal_vmaf_neg); const int frame_index = 0; VmafPicture ref, dist; if (vmaf_picture_alloc(&ref, VMAF_PIX_FMT_YUV420P, bit_depth, source->y_width, source->y_height) || vmaf_picture_alloc(&dist, VMAF_PIX_FMT_YUV420P, bit_depth, source->y_width, source->y_height)) { vmaf_fatal_error("Failed to alloc VMAF pictures."); } copy_picture(bit_depth, source, &ref); copy_picture(bit_depth, distorted, &dist); if (vmaf_read_pictures(vmaf_context, &ref, &dist, /*picture index=*/frame_index)) { vmaf_fatal_error("Failed to read VMAF pictures."); } if (vmaf_read_pictures(vmaf_context, NULL, NULL, 0)) { vmaf_fatal_error("Failed to flush context."); } vmaf_picture_unref(&ref); vmaf_picture_unref(&dist); vmaf_score_at_index(vmaf_context, vmaf_model, vmaf, frame_index); aom_close_vmaf_context(vmaf_context); } void aom_read_vmaf_image(VmafContext *vmaf_context, const YV12_BUFFER_CONFIG *source, const YV12_BUFFER_CONFIG *distorted, int bit_depth, int frame_index) { VmafPicture ref, dist; if (vmaf_picture_alloc(&ref, VMAF_PIX_FMT_YUV420P, bit_depth, source->y_width, source->y_height) || vmaf_picture_alloc(&dist, VMAF_PIX_FMT_YUV420P, bit_depth, source->y_width, source->y_height)) { vmaf_fatal_error("Failed to alloc VMAF pictures."); } copy_picture(bit_depth, source, &ref); copy_picture(bit_depth, distorted, &dist); if (vmaf_read_pictures(vmaf_context, &ref, &dist, /*picture index=*/frame_index)) { vmaf_fatal_error("Failed to read VMAF pictures."); } vmaf_picture_unref(&ref); vmaf_picture_unref(&dist); } double aom_calc_vmaf_at_index(VmafContext *vmaf_context, VmafModel *vmaf_model, int frame_index) { double vmaf; if (vmaf_score_at_index(vmaf_context, vmaf_model, &vmaf, frame_index)) { vmaf_fatal_error("Failed to calc VMAF scores."); } return vmaf; } void aom_flush_vmaf_context(VmafContext *vmaf_context) { if (vmaf_read_pictures(vmaf_context, NULL, NULL, 0)) { vmaf_fatal_error("Failed to flush context."); } }