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basnet_duts

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  1. README.md +17 -0
  2. config.json +1124 -0
  3. metadata.json +9 -0
  4. model.weights.h5 +3 -0
  5. preprocessor.json +18 -0
  6. task.json +1150 -0
README.md ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ library_name: keras-hub
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+ ---
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+ This is a [`BASNet` model](https://keras.io/api/keras_hub/models/bas_net) uploaded using the KerasHub library and can be used with JAX, TensorFlow, and PyTorch backends.
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+ This model is related to a `ImageSegmenter` task.
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+
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+ Model config:
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+ * **name:** bas_net_backbone
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+ * **trainable:** True
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+ * **image_encoder:** {'module': 'keras_hub.src.models.resnet.resnet_backbone', 'class_name': 'ResNetBackbone', 'config': {'name': 'res_net_backbone', 'trainable': True, 'input_conv_filters': [64], 'input_conv_kernel_sizes': [7], 'stackwise_num_filters': [64, 128, 256, 512], 'stackwise_num_blocks': [3, 4, 6, 3], 'stackwise_num_strides': [1, 2, 2, 2], 'block_type': 'basic_block', 'use_pre_activation': False, 'image_shape': [None, None, 3]}, 'registered_name': 'keras_hub>ResNetBackbone'}
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+ * **num_classes:** 1
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+ * **image_shape:** [None, None, 3]
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+ * **projection_filters:** 64
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+ * **prediction_heads:** [{'module': 'keras', 'class_name': 'Sequential', 'config': {'name': 'sequential', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'layers': [{'module': 'keras.layers', 'class_name': 'InputLayer', 'config': {'batch_shape': [None, None, None, 512], 'dtype': 'float32', 'sparse': False, 'name': 'input_layer_2'}, 'registered_name': None}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'conv2d', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'filters': 1, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': True, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'GlorotUniform', 'config': {'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, None, None, 512]}}], 'build_input_shape': [None, None, None, 512]}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 512]}}, {'module': 'keras', 'class_name': 'Sequential', 'config': {'name': 'sequential_1', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'layers': [{'module': 'keras.layers', 'class_name': 'InputLayer', 'config': {'batch_shape': [None, None, None, 512], 'dtype': 'float32', 'sparse': False, 'name': 'input_layer_3'}, 'registered_name': None}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'conv2d_1', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'filters': 1, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': True, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'GlorotUniform', 'config': {'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, None, None, 512]}}, {'module': 'keras.layers', 'class_name': 'UpSampling2D', 'config': {'name': 'up_sampling2d', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'size': [2, 2], 'data_format': 'channels_last', 'interpolation': 'bilinear'}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 1]}}], 'build_input_shape': [None, None, None, 512]}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 512]}}, {'module': 'keras', 'class_name': 'Sequential', 'config': {'name': 'sequential_2', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'layers': [{'module': 'keras.layers', 'class_name': 'InputLayer', 'config': {'batch_shape': [None, None, None, 512], 'dtype': 'float32', 'sparse': False, 'name': 'input_layer_4'}, 'registered_name': None}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'conv2d_2', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'filters': 1, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': True, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'GlorotUniform', 'config': {'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, None, None, 512]}}, {'module': 'keras.layers', 'class_name': 'UpSampling2D', 'config': {'name': 'up_sampling2d_1', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'size': [4, 4], 'data_format': 'channels_last', 'interpolation': 'bilinear'}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 1]}}], 'build_input_shape': [None, None, None, 512]}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 512]}}, {'module': 'keras', 'class_name': 'Sequential', 'config': {'name': 'sequential_3', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'layers': [{'module': 'keras.layers', 'class_name': 'InputLayer', 'config': {'batch_shape': [None, None, None, 512], 'dtype': 'float32', 'sparse': False, 'name': 'input_layer_5'}, 'registered_name': None}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'conv2d_3', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'filters': 1, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': True, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'GlorotUniform', 'config': {'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, None, None, 512]}}, {'module': 'keras.layers', 'class_name': 'UpSampling2D', 'config': {'name': 'up_sampling2d_2', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'size': [8, 8], 'data_format': 'channels_last', 'interpolation': 'bilinear'}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 1]}}], 'build_input_shape': [None, None, None, 512]}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 512]}}, {'module': 'keras', 'class_name': 'Sequential', 'config': {'name': 'sequential_4', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'layers': [{'module': 'keras.layers', 'class_name': 'InputLayer', 'config': {'batch_shape': [None, None, None, 512], 'dtype': 'float32', 'sparse': False, 'name': 'input_layer_6'}, 'registered_name': None}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'conv2d_4', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'filters': 1, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': True, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'GlorotUniform', 'config': {'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, None, None, 512]}}, {'module': 'keras.layers', 'class_name': 'UpSampling2D', 'config': {'name': 'up_sampling2d_3', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'size': [16, 16], 'data_format': 'channels_last', 'interpolation': 'bilinear'}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 1]}}], 'build_input_shape': [None, None, None, 512]}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 512]}}, {'module': 'keras', 'class_name': 'Sequential', 'config': {'name': 'sequential_5', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'layers': [{'module': 'keras.layers', 'class_name': 'InputLayer', 'config': {'batch_shape': [None, None, None, 512], 'dtype': 'float32', 'sparse': False, 'name': 'input_layer_7'}, 'registered_name': None}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'conv2d_5', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'filters': 1, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': True, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'GlorotUniform', 'config': {'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, None, None, 512]}}, {'module': 'keras.layers', 'class_name': 'UpSampling2D', 'config': {'name': 'up_sampling2d_4', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'size': [32, 32], 'data_format': 'channels_last', 'interpolation': 'bilinear'}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 1]}}], 'build_input_shape': [None, None, None, 512]}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 512]}}, {'module': 'keras', 'class_name': 'Sequential', 'config': {'name': 'sequential_6', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'layers': [{'module': 'keras.layers', 'class_name': 'InputLayer', 'config': {'batch_shape': [None, None, None, 512], 'dtype': 'float32', 'sparse': False, 'name': 'input_layer_8'}, 'registered_name': None}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'conv2d_6', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'filters': 1, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': True, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'GlorotUniform', 'config': {'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, None, None, 512]}}, {'module': 'keras.layers', 'class_name': 'UpSampling2D', 'config': {'name': 'up_sampling2d_5', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'size': [32, 32], 'data_format': 'channels_last', 'interpolation': 'bilinear'}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 1]}}], 'build_input_shape': [None, None, None, 512]}, 'registered_name': None, 'build_config': {'input_shape': [None, None, None, 512]}}]
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+ * **refinement_head:** {'module': 'keras', 'class_name': 'Sequential', 'config': {'name': 'sequential_7', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'layers': [{'module': 'keras.layers', 'class_name': 'InputLayer', 'config': {'batch_shape': [None, None, None, 64], 'dtype': 'float32', 'sparse': False, 'name': 'input_layer_9'}, 'registered_name': None}, {'module': 'keras.layers', 'class_name': 'Conv2D', 'config': {'name': 'conv2d_7', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'filters': 1, 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': True, 'kernel_initializer': {'module': 'keras.initializers', 'class_name': 'GlorotUniform', 'config': {'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, None, None, 64]}}], 'build_input_shape': [None, None, None, 64]}, 'registered_name': None}
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+
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+ This model card has been generated automatically and should be completed by the model author. See [Model Cards documentation](https://huggingface.co/docs/hub/model-cards) for more information.
config.json ADDED
@@ -0,0 +1,1124 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "module": "keras_hub.src.models.basnet.basnet_backbone",
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+ "class_name": "BASNetBackbone",
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+ "config": {
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+ "name": "bas_net_backbone",
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+ "trainable": true,
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+ "image_encoder": {
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+ "module": "keras_hub.src.models.resnet.resnet_backbone",
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+ "class_name": "ResNetBackbone",
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+ "config": {
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+ "name": "res_net_backbone",
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+ "trainable": true,
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+ "input_conv_filters": [
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+ 64
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+ ],
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+ "input_conv_kernel_sizes": [
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+ 7
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+ ],
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+ "stackwise_num_filters": [
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+ 64,
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+ 128,
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+ 256,
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+ 512
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+ ],
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+ "stackwise_num_blocks": [
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+ 3,
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+ 6,
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+ 3
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+ ],
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+ "stackwise_num_strides": [
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+ 2,
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+ 2
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+ ],
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+ "block_type": "basic_block",
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+ "use_pre_activation": false,
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+ "image_shape": [
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+ null,
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+ 3
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+ ]
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+ },
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+ "registered_name": "keras_hub>ResNetBackbone"
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+ },
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+ "image_shape": [
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+ ],
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+ "prediction_heads": [
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+ {
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+ "module": "keras",
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+ "class_name": "Sequential",
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+ "config": {
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+ "name": "sequential",
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+ "trainable": true,
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+ "dtype": {
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+ "module": "keras",
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+ "class_name": "DTypePolicy",
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+ "config": {
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+ "name": "float32"
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+ },
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+ "registered_name": null
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+ },
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+ "layers": [
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+ {
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+ "module": "keras.layers",
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+ "class_name": "InputLayer",
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+ "config": {
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+ "batch_shape": [
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+ null,
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+ null,
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+ null,
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+ 512
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+ ],
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+ "dtype": "float32",
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+ "sparse": false,
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+ "name": "input_layer_2"
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+ },
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+ "registered_name": null
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+ },
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+ {
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+ "module": "keras.layers",
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+ "class_name": "Conv2D",
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+ "config": {
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+ "name": "conv2d",
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+ "trainable": true,
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+ "dtype": {
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+ "module": "keras",
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+ "class_name": "DTypePolicy",
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+ "config": {
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+ "name": "float32"
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+ },
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+ "registered_name": null
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+ },
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+ "filters": 1,
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+ "kernel_size": [
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+ 3
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+ ],
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+ "strides": [
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+ ],
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+ "padding": "same",
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+ "data_format": "channels_last",
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+ "dilation_rate": [
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+ 1
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+ ],
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+ "groups": 1,
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+ "activation": "linear",
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+ "use_bias": true,
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+ "kernel_initializer": {
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+ "module": "keras.initializers",
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+ "class_name": "GlorotUniform",
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+ "config": {
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+ "seed": null
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+ },
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+ "registered_name": null
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+ },
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+ "bias_initializer": {
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+ "module": "keras.initializers",
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+ "class_name": "Zeros",
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+ "config": {},
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+ "registered_name": null
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+ },
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+ "kernel_regularizer": null,
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+ "bias_regularizer": null,
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+ "activity_regularizer": null,
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+ "kernel_constraint": null,
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+ "bias_constraint": null
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+ },
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+ "registered_name": null,
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+ "build_config": {
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+ "input_shape": [
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+ null,
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+ }
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+ ],
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+ "build_input_shape": [
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+ 512
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+ ]
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+ },
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+ "registered_name": null,
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+ "input_shape": [
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+ ]
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+ }
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+ },
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