Instant Plant Disease Diagnosis
Welcome to the GreenCare Disease Detection backend. Upload an image to analyze it using our deep learning classification model. The server runs real-time inference using the primary Keras model for maximum stability.
Initialization Exception
Could not deserialize class 'Functional' because its parent module keras.src.engine.functional cannot be imported. Full object config: {'module': 'keras.src.engine.functional', 'class_name': 'Functional', 'config': {'name': 'GreenCare_EfficientNetV2S', 'trainable': True, 'layers': [{'module': 'keras.layers', 'class_name': 'InputLayer', 'config': {'batch_input_shape': [None, 224, 224, 3], 'dtype': 'float32', 'sparse': False, 'ragged': False, 'name': 'input_layer'}, 'registered_name': None, 'name': 'input_layer', 'inbound_nodes': []}, {'module': 'keras', 'class_name': 'Sequential', 'config': {'name': 'data_augmentation', 'layers': [{'module': 'keras.layers', 'class_name': 'InputLayer', 'config': {'batch_input_shape': [None, 224, 224, 3], 'dtype': 'float32', 'sparse': False, 'ragged': False, 'name': 'random_flip_input'}, 'registered_name': None}, {'module': 'keras.layers', 'class_name': 'RandomFlip', 'config': {'name': 'random_flip', 'trainable': True, 'dtype': 'float32', 'mode': 'horizontal_and_vertical', 'seed': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 224, 224, 3]}}, {'module': 'keras.layers', 'class_name': 'RandomRotation', 'config': {'name': 'random_rotation', 'trainable': True, 'dtype': 'float32', 'factor': 0.2, 'fill_mode': 'reflect', 'fill_value': 0.0, 'interpolation': 'bilinear', 'seed': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 224, 224, 3]}}, {'module': 'keras.layers', 'class_name': 'RandomZoom', 'config': {'name': 'random_zoom', 'trainable': True, 'dtype': 'float32', 'height_factor': 0.2, 'width_factor': None, 'fill_mode': 'reflect', 'fill_value': 0.0, 'interpolation': 'bilinear', 'seed': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 224, 224, 3]}}, {'module': 'keras.layers', 'class_name': 'RandomContrast', 'config': {'name': 'random_contrast', 'trainable': True, 'dtype': 'float32', 'factor': 0.2, 'seed': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 224, 224, 3]}}, {'module': 'keras.layers', 'class_name': 'RandomBrightness', 'config': {'name': 'random_brightness', 'trainable': True, 'dtype': 'float32', 'factor': [-0.2, 0.2], 'value_range': [0, 255], 'seed': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 224, 224, 3]}}]}, 'registered_name': None, 'build_config': {'input_shape': [None, 224, 224, 3]}, 'name': 'data_augmentation', 'inbound_nodes': [[['input_layer', 0, 0, {}]]]}, {'module': 'keras.src.engine.functional', 'class_name': 'Functional', 'config': {'name': 'efficientnetv2-s', 'trainable': True, 'layers': [{'module': 'keras.layers', 'class_name': 'InputLayer', 'config': {'batch_input_shape': [None, 224, 224, 3], 'dtype': 'float32', 'sparse': False, 'ragged': False, 'name': 'input_1'}, 'registered_name': None, 'name': 'input_1', 'inbound_nodes': []}, {'module': 'keras.layers', 'class_name': 'Rescaling', 'config': {'name': 'rescaling', 'trainable': False, 'dtype': 'float32', 'scale': 0.0078125, 'offset': -1}, 'registered_name': None, 'build_config': {'input_shape': [None, 224, 224, 3]}, 'name': 'rescaling', 'inbound_nodes': [[['input_1', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'stem_conv', 'trainable': False, 'dtype': 'float32', 'filters': 24, 'kernel_size': [3, 3], 'strides': [2, 2], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': False, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'VarianceScaling', 'config': {'scale': 2.0, 'mode': 'fan_out', 'distribution': 'truncated_normal', 'seed': None}, 'registered_name': None}, 'bias_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'kernel_regularizer': None, 'bias_regularizer': None, 'activity_regularizer': None, 'kernel_constraint': None, 'bias_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 224, 224, 3]}, 'name': 'stem_conv', 'inbound_nodes': [[['rescaling', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'BatchNormalization', 'config': {'name': 'stem_bn', 'trainable': False, 'dtype': 'float32', 'axis': [3], 'momentum': 0.9, 'epsilon': 0.001, 'center': True, 'scale': True, 'beta_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'gamma_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'moving_mean_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'moving_variance_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'beta_regularizer': None, 'gamma_regularizer': None, 'beta_constraint': None, 'gamma_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 112, 112, 24]}, 'name': 'stem_bn', 'inbound_nodes': [[['stem_conv', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Activation', 'config': {'name': 'stem_activation', 'trainable': False, 'dtype': 'float32', 'activation': 'swish'}, 'registered_name': None, 'build_config': {'input_shape': [None, 112, 112, 24]}, 'name': 'stem_activation', 'inbound_nodes': [[['stem_bn', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'block1a_project_conv', 'trainable': False, 'dtype': 'float32', 'filters': 24, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': False, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'VarianceScaling', 'config': {'scale': 2.0, 'mode': 'fan_out', 'distribution': 'truncated_normal', 'seed': None}, 'registered_name': None}, 'bias_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'kernel_regularizer': None, 'bias_regularizer': None, 'activity_regularizer': None, 'kernel_constraint': None, 'bias_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 112, 112, 24]}, 'name': 'block1a_project_conv', 'inbound_nodes': [[['stem_activation', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'BatchNormalization', 'config': {'name': 'block1a_project_bn', 'trainable': False, 'dtype': 'float32', 'axis': [3], 'momentum': 0.9, 'epsilon': 0.001, 'center': True, 'scale': True, 'beta_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'gamma_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'moving_mean_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'moving_variance_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'beta_regularizer': None, 'gamma_regularizer': None, 'beta_constraint': None, 'gamma_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 112, 112, 24]}, 'name': 'block1a_project_bn', 'inbound_nodes': [[['block1a_project_conv', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Activation', 'config': {'name': 'block1a_project_activation', 'trainable': False, 'dtype': 'float32', 'activation': 'swish'}, 'registered_name': None, 'build_config': {'input_shape': [None, 112, 112, 24]}, 'name': 'block1a_project_activation', 'inbound_nodes': [[['block1a_project_bn', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Add', 'config': {'name': 'block1a_add', 'trainable': False, 'dtype': 'float32'}, 'registered_name': None, 'build_config': {'input_shape': [[None, 112, 112, 24], [None, 112, 112, 24]]}, 'name': 'block1a_add', 'inbound_nodes': [[['block1a_project_activation', 0, 0, {}], ['stem_activation', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'block1b_project_conv', 'trainable': False, 'dtype': 'float32', 'filters': 24, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': False, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'VarianceScaling', 'config': {'scale': 2.0, 'mode': 'fan_out', 'distribution': 'truncated_normal', 'seed': None}, 'registered_name': None}, 'bias_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'kernel_regularizer': None, 'bias_regularizer': None, 'activity_regularizer': None, 'kernel_constraint': None, 'bias_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 112, 112, 24]}, 'name': 'block1b_project_conv', 'inbound_nodes': [[['block1a_add', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'BatchNormalization', 'config': {'name': 'block1b_project_bn', 'trainable': False, 'dtype': 'float32', 'axis': [3], 'momentum': 0.9, 'epsilon': 0.001, 'center': True, 'scale': True, 'beta_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'gamma_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'moving_mean_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'moving_variance_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'beta_regularizer': None, 'gamma_regularizer': None, 'beta_constraint': None, 'gamma_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 112, 112, 24]}, 'name': 'block1b_project_bn', 'inbound_nodes': [[['block1b_project_conv', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Activation', 'config': {'name': 'block1b_project_activation', 'trainable': False, 'dtype': 'float32', 'activation': 'swish'}, 'registered_name': None, 'build_config': {'input_shape': [None, 112, 112, 24]}, 'name': 'block1b_project_activation', 'inbound_nodes': [[['block1b_project_bn', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Dropout', 'config': {'name': 'block1b_drop', 'trainable': False, 'dtype': 'float32', 'rate': 0.005, 'noise_shape': [None, 1, 1, 1], 'seed': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 112, 112, 24]}, 'name': 'block1b_drop', 'inbound_nodes': [[['block1b_project_activation', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Add', 'config': {'name': 'block1b_add', 'trainable': False, 'dtype': 'float32'}, 'registered_name': None, 'build_config': {'input_shape': [[None, 112, 112, 24], [None, 112, 112, 24]]}, 'name': 'block1b_add', 'inbound_nodes': [[['block1b_drop', 0, 0, {}], ['block1a_add', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'block2a_expand_conv', 'trainable': False, 'dtype': 'float32', 'filters': 96, 'kernel_size': [3, 3], 'strides': [2, 2], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': False, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'VarianceScaling', 'config': {'scale': 2.0, 'mode': 'fan_out', 'distribution': 'truncated_normal', 'seed': None}, 'registered_name': None}, 'bias_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'kernel_regularizer': None, 'bias_regularizer': None, 'activity_regularizer': None, 'kernel_constraint': None, 'bias_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 112, 112, 24]}, 'name': 'block2a_expand_conv', 'inbound_nodes': [[['block1b_add', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'BatchNormalization', 'config': {'name': 'block2a_expand_bn', 'trainable': False, 'dtype': 'float32', 'axis': [3], 'momentum': 0.9, 'epsilon': 0.001, 'center': True, 'scale': True, 'beta_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'gamma_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'moving_mean_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'moving_variance_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'beta_regularizer': None, 'gamma_regularizer': None, 'beta_constraint': None, 'gamma_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 96]}, 'name': 'block2a_expand_bn', 'inbound_nodes': [[['block2a_expand_conv', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Activation', 'config': {'name': 'block2a_expand_activation', 'trainable': False, 'dtype': 'float32', 'activation': 'swish'}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 96]}, 'name': 'block2a_expand_activation', 'inbound_nodes': [[['block2a_expand_bn', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'block2a_project_conv', 'trainable': False, 'dtype': 'float32', 'filters': 48, 'kernel_size': [1, 1], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': False, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'VarianceScaling', 'config': {'scale': 2.0, 'mode': 'fan_out', 'distribution': 'truncated_normal', 'seed': None}, 'registered_name': None}, 'bias_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'kernel_regularizer': None, 'bias_regularizer': None, 'activity_regularizer': None, 'kernel_constraint': None, 'bias_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 96]}, 'name': 'block2a_project_conv', 'inbound_nodes': [[['block2a_expand_activation', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'BatchNormalization', 'config': {'name': 'block2a_project_bn', 'trainable': False, 'dtype': 'float32', 'axis': [3], 'momentum': 0.9, 'epsilon': 0.001, 'center': True, 'scale': True, 'beta_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'gamma_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'moving_mean_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'moving_variance_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'beta_regularizer': None, 'gamma_regularizer': None, 'beta_constraint': None, 'gamma_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 48]}, 'name': 'block2a_project_bn', 'inbound_nodes': [[['block2a_project_conv', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'block2b_expand_conv', 'trainable': False, 'dtype': 'float32', 'filters': 192, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': False, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'VarianceScaling', 'config': {'scale': 2.0, 'mode': 'fan_out', 'distribution': 'truncated_normal', 'seed': None}, 'registered_name': None}, 'bias_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'kernel_regularizer': None, 'bias_regularizer': None, 'activity_regularizer': None, 'kernel_constraint': None, 'bias_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 48]}, 'name': 'block2b_expand_conv', 'inbound_nodes': [[['block2a_project_bn', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'BatchNormalization', 'config': {'name': 'block2b_expand_bn', 'trainable': False, 'dtype': 'float32', 'axis': [3], 'momentum': 0.9, 'epsilon': 0.001, 'center': True, 'scale': True, 'beta_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'gamma_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'moving_mean_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'moving_variance_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'beta_regularizer': None, 'gamma_regularizer': None, 'beta_constraint': None, 'gamma_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 192]}, 'name': 'block2b_expand_bn', 'inbound_nodes': [[['block2b_expand_conv', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Activation', 'config': {'name': 'block2b_expand_activation', 'trainable': False, 'dtype': 'float32', 'activation': 'swish'}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 192]}, 'name': 'block2b_expand_activation', 'inbound_nodes': [[['block2b_expand_bn', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'block2b_project_conv', 'trainable': False, 'dtype': 'float32', 'filters': 48, 'kernel_size': [1, 1], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': False, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'VarianceScaling', 'config': {'scale': 2.0, 'mode': 'fan_out', 'distribution': 'truncated_normal', 'seed': None}, 'registered_name': None}, 'bias_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'kernel_regularizer': None, 'bias_regularizer': None, 'activity_regularizer': None, 'kernel_constraint': None, 'bias_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 192]}, 'name': 'block2b_project_conv', 'inbound_nodes': [[['block2b_expand_activation', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'BatchNormalization', 'config': {'name': 'block2b_project_bn', 'trainable': False, 'dtype': 'float32', 'axis': [3], 'momentum': 0.9, 'epsilon': 0.001, 'center': True, 'scale': True, 'beta_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'gamma_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'moving_mean_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'moving_variance_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'beta_regularizer': None, 'gamma_regularizer': None, 'beta_constraint': None, 'gamma_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 48]}, 'name': 'block2b_project_bn', 'inbound_nodes': [[['block2b_project_conv', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Dropout', 'config': {'name': 'block2b_drop', 'trainable': False, 'dtype': 'float32', 'rate': 0.015000000000000003, 'noise_shape': [None, 1, 1, 1], 'seed': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 48]}, 'name': 'block2b_drop', 'inbound_nodes': [[['block2b_project_bn', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Add', 'config': {'name': 'block2b_add', 'trainable': False, 'dtype': 'float32'}, 'registered_name': None, 'build_config': {'input_shape': [[None, 56, 56, 48], [None, 56, 56, 48]]}, 'name': 'block2b_add', 'inbound_nodes': [[['block2b_drop', 0, 0, {}], ['block2a_project_bn', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'block2c_expand_conv', 'trainable': False, 'dtype': 'float32', 'filters': 192, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': False, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'VarianceScaling', 'config': {'scale': 2.0, 'mode': 'fan_out', 'distribution': 'truncated_normal', 'seed': None}, 'registered_name': None}, 'bias_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'kernel_regularizer': None, 'bias_regularizer': None, 'activity_regularizer': None, 'kernel_constraint': None, 'bias_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 48]}, 'name': 'block2c_expand_conv', 'inbound_nodes': [[['block2b_add', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'BatchNormalization', 'config': {'name': 'block2c_expand_bn', 'trainable': False, 'dtype': 'float32', 'axis': [3], 'momentum': 0.9, 'epsilon': 0.001, 'center': True, 'scale': True, 'beta_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'gamma_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'moving_mean_initializer': {'module': 'keras.initializers', 'class_name': 'Zeros', 'config': {}, 'registered_name': None}, 'moving_variance_initializer': {'module': 'keras.initializers', 'class_name': 'Ones', 'config': {}, 'registered_name': None}, 'beta_regularizer': None, 'gamma_regularizer': None, 'beta_constraint': None, 'gamma_constraint': None}, 'registered_name': None, 'build_config': {'input_shape': [None, 56, 56, 192]}, 'name': 'block2c_expand_bn', 'inbound_nodes': [[['block2c_expand_conv', 0, 0, {}]]]}, {'module': 'keras.layers', 'class_name': 'Activation', 'config': {'name': 'block2c_expand_activation', 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