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{
"model": "VGG16",
"image_size": 224,
"batch_size": 64,
"num_classes": 111,
"class_names": [
"Bali_Barong",
"Bali_Merak",
"Jakarta_OndelOndel",
"Jakarta_Tumpal",
"JawaBarat_Megamendung",
"JawaTengah_Arumdalu",
"JawaTengah_AsemArang",
"JawaTengah_AsemSinom",
"JawaTengah_AsemWarak",
"JawaTengah_Blekok",
"JawaTengah_BlekokWarak",
"JawaTengah_CindeWilis",
"JawaTengah_Cipratan",
"JawaTengah_GambangSemarangan",
"JawaTengah_IkanKerang",
"JawaTengah_JagungLombok",
"JawaTengah_JambuBelimbing",
"JawaTengah_JambuCitra",
"JawaTengah_JayaKusuma",
"JawaTengah_Jlamprang",
"JawaTengah_KembangSepatu",
"JawaTengah_Kemukus",
"JawaTengah_Laut",
"JawaTengah_LurikSemangka",
"JawaTengah_MasjidAgungDemak",
"JawaTengah_Mawur",
"JawaTengah_Naga",
"JawaTengah_ParangKusumo",
"JawaTengah_ParangSlobog",
"JawaTengah_Rengganis",
"JawaTengah_SariMulat",
"JawaTengah_Semarangan",
"JawaTengah_Sidoluhur",
"JawaTengah_Sritaman",
"JawaTengah_TanjungGunung",
"JawaTengah_TebuBambu",
"JawaTengah_Tembakau",
"JawaTengah_Truntum",
"JawaTengah_TruntumKurung",
"JawaTengah_TuguMuda",
"JawaTengah_WarakBerasUtah",
"JawaTengah_WorawariRumpuk",
"JawaTengah_Yuyu",
"JawaTimur_Gentongan",
"JawaTimur_Pring",
"KalimantanBarat_Insang",
"Kalimantan_Dayak",
"Lampung_Bledheg",
"Lampung_Gajah",
"Lampung_KacangHijau",
"Maluku_Pala",
"NTB_Lumbung",
"Papua_Asmat",
"Papua_Cendrawasih",
"Papua_Tifa",
"SulawesiSelatan_Lontara",
"SumateraBarat_RumahMinang",
"SumateraUtara_Boraspati",
"SumateraUtara_PintuAceh",
"Yogyakarta_Brendi",
"Yogyakarta_CakarAyam",
"Yogyakarta_CeplokLiring",
"Yogyakarta_Gendhangan",
"Yogyakarta_JayaKirana",
"Yogyakarta_Karawitan",
"Yogyakarta_Kawung",
"Yogyakarta_KlampokArum",
"Yogyakarta_KuncupKanthil",
"Yogyakarta_Manggar",
"Yogyakarta_ParangBarong",
"Yogyakarta_ParangCurigo",
"Yogyakarta_ParangRusak",
"Yogyakarta_ParangTuding",
"Yogyakarta_SekarAndhong",
"Yogyakarta_SekarBlimbing",
"Yogyakarta_SekarCengkeh",
"Yogyakarta_SekarDangan",
"Yogyakarta_SekarDhuku",
"Yogyakarta_SekarDlima",
"Yogyakarta_SekarDuren",
"Yogyakarta_SekarGambir",
"Yogyakarta_SekarGayam",
"Yogyakarta_SekarJagung",
"Yogyakarta_SekarJali",
"Yogyakarta_SekarJeruk",
"Yogyakarta_SekarKeben",
"Yogyakarta_SekarKemuning",
"Yogyakarta_SekarKenanga",
"Yogyakarta_SekarKenikir",
"Yogyakarta_SekarKenthang",
"Yogyakarta_SekarKepel",
"Yogyakarta_SekarKetongkeng",
"Yogyakarta_SekarLintang",
"Yogyakarta_SekarManggis",
"Yogyakarta_SekarMenur",
"Yogyakarta_SekarMindi",
"Yogyakarta_SekarMlathi",
"Yogyakarta_SekarMrica",
"Yogyakarta_SekarMundhu",
"Yogyakarta_SekarNangka",
"Yogyakarta_SekarPacar",
"Yogyakarta_SekarPala",
"Yogyakarta_SekarPijetan",
"Yogyakarta_SekarPudhak",
"Yogyakarta_SekarRandhu",
"Yogyakarta_SekarSawo",
"Yogyakarta_SekarSoka",
"Yogyakarta_SekarSrengenge",
"Yogyakarta_SekarSrigadhing",
"Yogyakarta_SekarTanjung",
"Yogyakarta_SekarTebu"
],
"split_ratio": "70/15/15",
"training": {
"epochs": 30,
"best_epoch": 27,
"initial_lr": 0.001,
"optimizer": "Adam",
"scheduler": "ReduceLROnPlateau",
"total_time_hours": 1.98,
"avg_epoch_time_seconds": 234.88
},
"results": {
"best_val_acc": 99.3547,
"final_train_acc": 99.0093,
"final_val_acc": 99.3188,
"test_acc": 99.3461,
"test_precision": 0.9936,
"test_recall": 0.9935,
"test_f1": 0.9934,
"inference_speed_imgs_per_sec": 272.09
},
"class_statistics": {
"mean_class_accuracy": 99.3418,
"std_class_accuracy": 2.0216,
"min_class_accuracy": 88.0,
"max_class_accuracy": 100.0
},
"hardware": {
"device": "cuda",
"gpu_name": "NVIDIA GeForce RTX 3060",
"cuda_version": "12.8"
},
"timestamp": "2025-11-30 06:16:16"
} |