From 48582187685500cfb5885167746e537c09d53cff Mon Sep 17 00:00:00 2001 From: Christos Bampis Date: Sat, 24 Jul 2021 13:11:09 -0700 Subject: [PATCH] MPD-20322: Add integer models. --- private/models/hdrvmafplus_v0.2.1.json | 83 ++ private/models/hdrvmafplus_v0.2.1.json_2160 | 83 ++ private/models/vmafplus_b_v0.7.0.json | 1430 +++++++++++++++++++ private/models/vmafplus_b_v0.7.0.json_2160 | 1430 +++++++++++++++++++ private/models/vmafplus_b_v0.7.0.json_480 | 1430 +++++++++++++++++++ private/models/vmafplus_b_v0.7.0.json_720 | 1430 +++++++++++++++++++ private/models/vmafplus_v0.5.0.json | 69 + private/models/vmafplus_v0.5.0.json_2160 | 67 + private/models/vmafplus_v0.5.0.json_480 | 69 + private/models/vmafplus_v0.5.0.json_720 | 69 + 10 files changed, 6160 insertions(+) create mode 100644 private/models/hdrvmafplus_v0.2.1.json create mode 100644 private/models/hdrvmafplus_v0.2.1.json_2160 create mode 100644 private/models/vmafplus_b_v0.7.0.json create mode 100644 private/models/vmafplus_b_v0.7.0.json_2160 create mode 100644 private/models/vmafplus_b_v0.7.0.json_480 create mode 100644 private/models/vmafplus_b_v0.7.0.json_720 create mode 100644 private/models/vmafplus_v0.5.0.json create mode 100644 private/models/vmafplus_v0.5.0.json_2160 create mode 100644 private/models/vmafplus_v0.5.0.json_480 create mode 100644 private/models/vmafplus_v0.5.0.json_720 diff --git a/private/models/hdrvmafplus_v0.2.1.json b/private/models/hdrvmafplus_v0.2.1.json new file mode 100644 index 000000000..582d8c82b --- /dev/null +++ b/private/models/hdrvmafplus_v0.2.1.json @@ -0,0 +1,83 @@ +{ + "param_dict": { + "norm_type": "clip_0to1", + "score_clip": [ + 0.0, + 100.0 + ], + "score_transform": { + "knots": [[0.0, -36.66], [90.0, 83.04], [95.0, 95.0], [100.0, 100.0]], + "enabled": true + }, + "gamma": 0.04, + "C": 4.0, + "nu": 0.9 + }, + "model_dict": { + "model_type": "LIBSVMNUSVR", + "feature_names": [ + "VMAF_integer_feature_adm2_score", + "VMAF_integer_feature_motion2_score", + "VMAF_integer_feature_vif_scale0_score", + "VMAF_integer_feature_vif_scale1_score", + "VMAF_integer_feature_vif_scale2_score", + "VMAF_integer_feature_vif_scale3_score" + ], + "feature_opts_dicts": [ + { + "adm_enhn_gain_limit": 1.0 + }, + {}, + { + "vif_enhn_gain_limit": 1.0 + }, + { + "vif_enhn_gain_limit": 1.0 + }, + { + "vif_enhn_gain_limit": 1.0 + }, + { + "vif_enhn_gain_limit": 1.0 + } + ], + "slopes": [ + 0.012020766332648467, + 2.7814496069914085, + 0.06264407466686016, + 1.2237502007163232, + 1.5120102124448598, + 1.7247683414109285, + 2.0279964120483007 + ], + "intercepts": [ + -0.30712690585348135, + -1.7590595778205895, + -0.003017198086831897, + -0.17257937840905632, + -0.5043275875533232, + -0.7190535030544591, + -1.0233204961384463 + ], + "norm_type": "linear_rescale", + "model": "svm_type nu_svr\nkernel_type rbf\ngamma 0.04\nnr_class 2\ntotal_sv 211\nrho -1.27642\nSV\n-4 1:0.69053358 2:0.34681232 3:0.092641132 4:0.60106177 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5:0.54563762 6:0.59172768 \n-4 1:0.65952872 2:0.17750124 3:0.21084306 4:0.67633817 5:0.77110253 6:0.82055269 \n-4 1:0.69185659 2:0.48059213 3:0.37189239 4:0.59155466 5:0.69271625 6:0.74865052 \n-4 1:0.9003365 2:0.014809611 3:0.83440361 4:0.98367834 5:0.98900043 6:0.98838462 \n-4 1:0.77746024 2:0.33364009 3:0.20738508 4:0.75035325 5:0.81950123 6:0.85437396 \n4 4:0.36357076 5:0.65310287 6:0.82133613 \n-4 1:0.75281224 2:0.16411539 3:0.61473176 4:0.77031643 5:0.81968464 6:0.84127667 \n-1.572283207340815 1:0.57534996 2:0.074156927 3:0.33048494 4:0.54066638 5:0.66313511 6:0.73659038 \n4 1:0.91288143 2:0.53510467 3:0.45265894 4:0.86434563 5:0.9208635 6:0.9441439 \n4 1:0.68862376 2:0.49013387 3:0.39126108 4:0.59496654 5:0.69385027 6:0.75591499 \n-4 1:0.41108389 2:0.49077544 3:0.20887279 4:0.19595103 5:0.22315443 6:0.24905106 \n4 1:0.99629242 2:0.052560498 3:0.76439155 4:0.97306256 5:0.9870413 6:0.99106381 \n-4 1:0.71838484 2:0.19548492 3:0.35056076 4:0.63905613 5:0.72628316 6:0.77937277 \n-4 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