MODEL_NAME: DenseNet121 | |
IMAGE_SIZE: [224, 224, 3] | |
DATASET_NAME: TrashNet | |
SPLIT_RATIO: [0.9, 0.1] | |
LABEL_LIST: ['cardboard', 'glass', 'metal', 'paper', 'plastic', 'trash'] | |
SEED: 42 | |
BATCH_SIZE: 16 | |
EPOCHS: 25 | |
LEARNING_RATE: 0.001 | |
LOSS_FUNCTION: sparse_categorical_crossentropy | |
METRICS: ['accuracy'] | |
NORMALIZE_CONFUSION_MATRIX: True | |
FIGSIZE: [18, 12] |