| { | |
| "module": "keras_hub.src.models.basnet.basnet", | |
| "class_name": "BASNetImageSegmenter", | |
| "config": { | |
| "backbone": { | |
| "module": "keras_hub.src.models.basnet.basnet_backbone", | |
| "class_name": "BASNetBackbone", | |
| "config": { | |
| "name": "bas_net_backbone", | |
| "trainable": true, | |
| "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": [ | |
| null, | |
| null, | |
| 3 | |
| ] | |
| }, | |
| "registered_name": "keras_hub>ResNetBackbone" | |
| }, | |
| "num_classes": 1, | |
| "image_shape": [ | |
| null, | |
| null, | |
| 3 | |
| ], | |
| "projection_filters": 64, | |
| "prediction_heads": [ | |
| { | |
| "module": "keras", | |
| "class_name": "Sequential", | |
| "config": { | |
| "name": "sequential", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "layers": [ | |
| { | |
| "module": "keras.layers", | |
| "class_name": "InputLayer", | |
| "config": { | |
| "batch_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ], | |
| "dtype": "float32", | |
| "sparse": false, | |
| "name": "input_layer_2" | |
| }, | |
| "registered_name": null | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Conv2D", | |
| "config": { | |
| "name": "conv2d", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "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": null | |
| }, | |
| "registered_name": null | |
| }, | |
| "bias_initializer": { | |
| "module": "keras.initializers", | |
| "class_name": "Zeros", | |
| "config": {}, | |
| "registered_name": null | |
| }, | |
| "kernel_regularizer": null, | |
| "bias_regularizer": null, | |
| "activity_regularizer": null, | |
| "kernel_constraint": null, | |
| "bias_constraint": null | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| } | |
| } | |
| ], | |
| "build_input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras", | |
| "class_name": "Sequential", | |
| "config": { | |
| "name": "sequential_1", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "layers": [ | |
| { | |
| "module": "keras.layers", | |
| "class_name": "InputLayer", | |
| "config": { | |
| "batch_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ], | |
| "dtype": "float32", | |
| "sparse": false, | |
| "name": "input_layer_3" | |
| }, | |
| "registered_name": null | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Conv2D", | |
| "config": { | |
| "name": "conv2d_1", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "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": null | |
| }, | |
| "registered_name": null | |
| }, | |
| "bias_initializer": { | |
| "module": "keras.initializers", | |
| "class_name": "Zeros", | |
| "config": {}, | |
| "registered_name": null | |
| }, | |
| "kernel_regularizer": null, | |
| "bias_regularizer": null, | |
| "activity_regularizer": null, | |
| "kernel_constraint": null, | |
| "bias_constraint": null | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "UpSampling2D", | |
| "config": { | |
| "name": "up_sampling2d", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "size": [ | |
| 2, | |
| 2 | |
| ], | |
| "data_format": "channels_last", | |
| "interpolation": "bilinear" | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 1 | |
| ] | |
| } | |
| } | |
| ], | |
| "build_input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras", | |
| "class_name": "Sequential", | |
| "config": { | |
| "name": "sequential_2", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "layers": [ | |
| { | |
| "module": "keras.layers", | |
| "class_name": "InputLayer", | |
| "config": { | |
| "batch_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ], | |
| "dtype": "float32", | |
| "sparse": false, | |
| "name": "input_layer_4" | |
| }, | |
| "registered_name": null | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Conv2D", | |
| "config": { | |
| "name": "conv2d_2", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "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": null | |
| }, | |
| "registered_name": null | |
| }, | |
| "bias_initializer": { | |
| "module": "keras.initializers", | |
| "class_name": "Zeros", | |
| "config": {}, | |
| "registered_name": null | |
| }, | |
| "kernel_regularizer": null, | |
| "bias_regularizer": null, | |
| "activity_regularizer": null, | |
| "kernel_constraint": null, | |
| "bias_constraint": null | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 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": null | |
| }, | |
| "size": [ | |
| 4, | |
| 4 | |
| ], | |
| "data_format": "channels_last", | |
| "interpolation": "bilinear" | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 1 | |
| ] | |
| } | |
| } | |
| ], | |
| "build_input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras", | |
| "class_name": "Sequential", | |
| "config": { | |
| "name": "sequential_3", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "layers": [ | |
| { | |
| "module": "keras.layers", | |
| "class_name": "InputLayer", | |
| "config": { | |
| "batch_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ], | |
| "dtype": "float32", | |
| "sparse": false, | |
| "name": "input_layer_5" | |
| }, | |
| "registered_name": null | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Conv2D", | |
| "config": { | |
| "name": "conv2d_3", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "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": null | |
| }, | |
| "registered_name": null | |
| }, | |
| "bias_initializer": { | |
| "module": "keras.initializers", | |
| "class_name": "Zeros", | |
| "config": {}, | |
| "registered_name": null | |
| }, | |
| "kernel_regularizer": null, | |
| "bias_regularizer": null, | |
| "activity_regularizer": null, | |
| "kernel_constraint": null, | |
| "bias_constraint": null | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 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": null | |
| }, | |
| "size": [ | |
| 8, | |
| 8 | |
| ], | |
| "data_format": "channels_last", | |
| "interpolation": "bilinear" | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 1 | |
| ] | |
| } | |
| } | |
| ], | |
| "build_input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras", | |
| "class_name": "Sequential", | |
| "config": { | |
| "name": "sequential_4", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "layers": [ | |
| { | |
| "module": "keras.layers", | |
| "class_name": "InputLayer", | |
| "config": { | |
| "batch_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ], | |
| "dtype": "float32", | |
| "sparse": false, | |
| "name": "input_layer_6" | |
| }, | |
| "registered_name": null | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Conv2D", | |
| "config": { | |
| "name": "conv2d_4", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "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": null | |
| }, | |
| "registered_name": null | |
| }, | |
| "bias_initializer": { | |
| "module": "keras.initializers", | |
| "class_name": "Zeros", | |
| "config": {}, | |
| "registered_name": null | |
| }, | |
| "kernel_regularizer": null, | |
| "bias_regularizer": null, | |
| "activity_regularizer": null, | |
| "kernel_constraint": null, | |
| "bias_constraint": null | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 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": null | |
| }, | |
| "size": [ | |
| 16, | |
| 16 | |
| ], | |
| "data_format": "channels_last", | |
| "interpolation": "bilinear" | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 1 | |
| ] | |
| } | |
| } | |
| ], | |
| "build_input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras", | |
| "class_name": "Sequential", | |
| "config": { | |
| "name": "sequential_5", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "layers": [ | |
| { | |
| "module": "keras.layers", | |
| "class_name": "InputLayer", | |
| "config": { | |
| "batch_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ], | |
| "dtype": "float32", | |
| "sparse": false, | |
| "name": "input_layer_7" | |
| }, | |
| "registered_name": null | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Conv2D", | |
| "config": { | |
| "name": "conv2d_5", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "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": null | |
| }, | |
| "registered_name": null | |
| }, | |
| "bias_initializer": { | |
| "module": "keras.initializers", | |
| "class_name": "Zeros", | |
| "config": {}, | |
| "registered_name": null | |
| }, | |
| "kernel_regularizer": null, | |
| "bias_regularizer": null, | |
| "activity_regularizer": null, | |
| "kernel_constraint": null, | |
| "bias_constraint": null | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 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": null | |
| }, | |
| "size": [ | |
| 32, | |
| 32 | |
| ], | |
| "data_format": "channels_last", | |
| "interpolation": "bilinear" | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 1 | |
| ] | |
| } | |
| } | |
| ], | |
| "build_input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras", | |
| "class_name": "Sequential", | |
| "config": { | |
| "name": "sequential_6", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "layers": [ | |
| { | |
| "module": "keras.layers", | |
| "class_name": "InputLayer", | |
| "config": { | |
| "batch_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ], | |
| "dtype": "float32", | |
| "sparse": false, | |
| "name": "input_layer_8" | |
| }, | |
| "registered_name": null | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Conv2D", | |
| "config": { | |
| "name": "conv2d_6", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "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": null | |
| }, | |
| "registered_name": null | |
| }, | |
| "bias_initializer": { | |
| "module": "keras.initializers", | |
| "class_name": "Zeros", | |
| "config": {}, | |
| "registered_name": null | |
| }, | |
| "kernel_regularizer": null, | |
| "bias_regularizer": null, | |
| "activity_regularizer": null, | |
| "kernel_constraint": null, | |
| "bias_constraint": null | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 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": null | |
| }, | |
| "size": [ | |
| 32, | |
| 32 | |
| ], | |
| "data_format": "channels_last", | |
| "interpolation": "bilinear" | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 1 | |
| ] | |
| } | |
| } | |
| ], | |
| "build_input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 512 | |
| ] | |
| } | |
| } | |
| ], | |
| "refinement_head": { | |
| "module": "keras", | |
| "class_name": "Sequential", | |
| "config": { | |
| "name": "sequential_7", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "layers": [ | |
| { | |
| "module": "keras.layers", | |
| "class_name": "InputLayer", | |
| "config": { | |
| "batch_shape": [ | |
| null, | |
| null, | |
| null, | |
| 64 | |
| ], | |
| "dtype": "float32", | |
| "sparse": false, | |
| "name": "input_layer_9" | |
| }, | |
| "registered_name": null | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Conv2D", | |
| "config": { | |
| "name": "conv2d_7", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "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": null | |
| }, | |
| "registered_name": null | |
| }, | |
| "bias_initializer": { | |
| "module": "keras.initializers", | |
| "class_name": "Zeros", | |
| "config": {}, | |
| "registered_name": null | |
| }, | |
| "kernel_regularizer": null, | |
| "bias_regularizer": null, | |
| "activity_regularizer": null, | |
| "kernel_constraint": null, | |
| "bias_constraint": null | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 64 | |
| ] | |
| } | |
| } | |
| ], | |
| "build_input_shape": [ | |
| null, | |
| null, | |
| null, | |
| 64 | |
| ] | |
| }, | |
| "registered_name": null | |
| } | |
| }, | |
| "registered_name": "keras_hub>BASNetBackbone" | |
| }, | |
| "preprocessor": { | |
| "module": "keras_hub.src.models.basnet.basnet_preprocessor", | |
| "class_name": "BASNetPreprocessor", | |
| "config": { | |
| "name": "bas_net_preprocessor", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "config_file": "preprocessor.json" | |
| }, | |
| "registered_name": "keras_hub>BASNetPreprocessor" | |
| }, | |
| "name": "bas_net_image_segmenter" | |
| }, | |
| "registered_name": "keras_hub>BASNetImageSegmenter" | |
| } |