Upload 2 files
Browse files- model_config(2).json +41 -0
- preprocessing_config.json +21 -0
model_config(2).json
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{
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"architecture": {
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"base_model": "MobileNetV2",
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"input_shape": [
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224,
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224,
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3
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]
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},
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"custom_layers": [
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{
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"type": "GlobalAveragePooling2D"
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},
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{
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"type": "Dense",
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"units": 128,
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"activation": "relu"
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},
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{
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"type": "Dropout",
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"rate": 0.5
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},
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{
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"type": "Dense",
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"units": 1,
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"activation": "sigmoid"
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}
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],
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"training": {
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"optimizer": "Adam",
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"learning_rate": 0.001,
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"loss": "binary_crossentropy",
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"metrics": [
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"accuracy"
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]
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},
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"fine_tuning": {
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"unfreeze_from_layer": 100,
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"fine_tune_learning_rate": 0.0001
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}
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}
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preprocessing_config.json
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{
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"image": {
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"target_height": 224,
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"target_width": 224,
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"rescale_factor": 0.00392156862745098,
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"color_mode": "rgb"
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},
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"data_generator": {
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"batch_size": 32,
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"class_mode": "binary"
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},
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"augmentation": {
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"rotation_range": 20,
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"width_shift_range": 0.2,
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"height_shift_range": 0.2,
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"horizontal_flip": true,
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"zoom_range": 0.2,
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"shear_range": 0.2,
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"fill_mode": "nearest"
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}
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}
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