0xgr3y/Arch-Building-Image-Classification

1{2  "model_file": "fine_tuning_swa.keras",3  "architecture": "EfficientNetV2-S+Conv2D(256)+BN+MaxPool2D+GeMPooling+Dense(256)+BN+Dropout(0.4)+Dense(8,softmax)",4  "total_params": 23350633,5  "trainable_params": 17810225,6  "non_trainable_params": 5540408,7  "input_shape": [8    320,9    320,10    311  ],12  "num_classes": 8,13  "model_size_mb": 226.75,14  "saved_model_size_mb": 183.29,15  "tflite_size_kb": 90483.55,16  "tfjs_size_mb": 89.54,17  "inference_ms_keras": 437.5,18  "inference_ms_tflite": 197.8,19  "metrics": {20    "train_accuracy": 0.9997,21    "val_accuracy": 0.9851,22    "test_accuracy": 0.9792,23    "test_loss": 0.3928,24    "tta_accuracy": 0.9814,25    "top1_accuracy": 0.9792,26    "top2_accuracy": 0.9918,27    "top3_accuracy": 0.9955,28    "macro_auc": 0.9975,29    "ece": 0.1813,30    "overfitting_gap": 0.020631  }32}