{"id":"W3118836296","doi":"10.1109/wacv48630.2021.00103","title":"AutoRetouch: Automatic Professional Face Retouching","year":2021,"lang":"en","type":"article","venue":"","topic":"Advanced Image Processing Techniques","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Quest University Canada","funders":"","keywords":"Face (sociological concept); Computer science; Smoothing; Artificial intelligence; Computer vision; Photography; Facial recognition system; Texture (cosmology); Computer graphics (images); Pattern recognition (psychology); Image (mathematics); Visual arts; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008196689,0.001335767,0.00111487,0.001187681,0.0006136345,0.001001556,0.001792547,0.001289001,0.009999777],"category_scores_gemma":[0.0025102,0.0005116262,0.0009432911,0.0006366331,0.0005325317,0.001197884,0.001722784,0.00111072,0.008807204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005255914,"about_ca_system_score_gemma":0.0006157931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005255425,"about_ca_topic_score_gemma":0.01236371,"domain_scores_codex":[0.998809,0.0001314944,0.00003898863,0.0003942135,0.00047227,0.0001542136],"domain_scores_gemma":[0.9988706,0.0001766318,0.00004503558,0.0005950423,0.0002678405,0.00004496528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007728082,0.0002373502,0.002700469,0.0004716686,0.0001705417,0.0003879318,0.0002025849,0.009809935,0.1137236,0.001247784,0.08513268,0.7851427],"study_design_scores_gemma":[0.0001451336,0.0008347307,0.01794694,0.0001707338,0.000143857,0.004499244,0.0004886269,0.4486453,0.4032727,0.005670996,0.1179367,0.0002450035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.2417408,0.003528884,0.5701905,0.0006036853,0.001480702,0.001479583,0.01243391,0.1408255,0.02771648],"genre_scores_gemma":[0.4219645,0.0011588,0.5047164,0.0009118629,0.0002195972,0.0005545305,0.02802377,0.005819308,0.03663126],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.009999777,"threshold_uncertainty_score":0.03345263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487521148301244,"score_gpt":0.2990400643847312,"score_spread":0.2841648529017188,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}