JustFadjrin/batik-vit-model-classification
0136
1{2 "model_name": "google/vit-base-patch16-224-in21k",3 "num_classes": 20,4 "class_names": [5 "Aceh_Pintu_Aceh",6 "Bali_Barong",7 "Bali_Merak",8 "DKI_Ondel_Ondel",9 "JawaBarat_Megamendung",10 "JawaTimur_Pring",11 "Kalimantan_Dayak",12 "Lampung_Gajah",13 "Madura_Mataketeran",14 "Maluku_Pala",15 "NTB_Lumbung",16 "Papua_Asmat",17 "Papua_Cendrawasih",18 "Papua_Tifa",19 "Solo_Parang",20 "SulawesiSelatan_Lontara",21 "SumateraBarat_Rumah_Minang",22 "SumateraUtara_Boraspati",23 "Yogyakarta_Kawung",24 "Yogyakarta_Parang"25 ],26 "train_samples": 512,27 "validation_samples": 128,28 "test_samples": 160,29 "test_accuracy": 0.9125,30 "test_macro_f1": 0.9114589169000935,31 "average_confidence_all": 0.7706013917922974,32 "average_confidence_correct": 0.7880493402481079,33 "average_margin_all": 0.728288471698761,34 "recommended_threshold_high": 0.6,35 "recommended_threshold_medium": 0.4,36 "recommended_margin": 0.237}