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params.yaml
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BATCH_SIZE: 16
CLASSES: 4
LEARNING_RATE: 0.001
AUGMENTATION: True
CNN:
AUGMENTATION: True
IMAGE_SIZE: [224, 224, 3]
BATCH_SIZE: 32
EPOCHS: 100
CLASSES: 4
LEARNING_RATE: 0.001
VGG16:
AUGMENTATION: True
IMAGE_SIZE: [224, 224, 3] # as per VGG 16 model
BATCH_SIZE: 16
INCLUDE_TOP: False
EPOCHS: 100
CLASSES: 4
WEIGHTS: imagenet
LEARNING_RATE: 0.001
VGG19:
AUGMENTATION: True
IMAGE_SIZE: [224, 224, 3] # as per VGG 19 model
BATCH_SIZE: 16
INCLUDE_TOP: False
EPOCHS: 100
CLASSES: 4
WEIGHTS: imagenet
LEARNING_RATE: 0.001
RESNET:
AUGMENTATION: True
IMAGE_SIZE: [224, 224, 3] # as per Resnet model
BATCH_SIZE: 32
INCLUDE_TOP: False
EPOCHS: 100
CLASSES: 4
WEIGHTS: imagenet
LEARNING_RATE: 0.01
MOBILENET:
AUGMENTATION: True
IMAGE_SIZE: [224, 224, 3] # as per MOBILENET model
BATCH_SIZE: 32
INCLUDE_TOP: False
EPOCHS: 100
CLASSES: 4
WEIGHTS: imagenet
LEARNING_RATE: 0.01
MOBILENETV2:
AUGMENTATION: True
IMAGE_SIZE: [224, 224, 3] # as per MOBILENETV2 model
BATCH_SIZE: 32
INCLUDE_TOP: False
EPOCHS: 100
CLASSES: 4
WEIGHTS: imagenet
LEARNING_RATE: 0.01
INCEPTIONV3:
AUGMENTATION: True
IMAGE_SIZE: [299, 299, 3] # as per InceptionV3 model
BATCH_SIZE: 32
INCLUDE_TOP: False
EPOCHS: 100
CLASSES: 4
WEIGHTS: imagenet
LEARNING_RATE: 0.01
Xception:
AUGMENTATION: True
IMAGE_SIZE: [299, 299, 3] # as per Xception model
BATCH_SIZE: 32
INCLUDE_TOP: False
EPOCHS: 100
CLASSES: 4
WEIGHTS: imagenet
LEARNING_RATE: 0.01