model_config.json

{
  "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"
}