Ophir-ts commited on
Commit
6ae1a9b
·
verified ·
1 Parent(s): c04b16e

Upload 2 files

Browse files
models_for_cdn/unet_midv/group1-shard1of1.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2deb34a6f4d0496212622b13a666a6a937d880fe37c595c9d7d038c1ac60608a
3
+ size 1943316
models_for_cdn/unet_midv/model.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"format": "layers-model", "generatedBy": "keras v3.4.1", "convertedBy": "TensorFlow.js Converter v4.20.0", "modelTopology": {"keras_version": "3.4.1", "backend": "tensorflow", "model_config": {"class_name": "Functional", "config": {"name": "model_1", "trainable": true, "layers": [{"class_name": "InputLayer", "config": {"batch_shape": [null, 256, 256, 3], "dtype": "float32", "sparse": false, "name": "input_1"}, "name": "input_1", "inbound_nodes": []}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "name": "batch_normalization_1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 256, 256, 3], "dtype": "float32", "keras_history": ["input_1", 0, 0]}}], "kwargs": {"mask": null}}]}, {"class_name": "Dropout", "config": {"name": "dropout_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.5, "seed": null, "noise_shape": null}, "name": "dropout_1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 256, 256, 3], "dtype": "float32", "keras_history": ["batch_normalization_1", 0, 0]}}], "kwargs": {"training": false}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 8, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 256, 256, 3], "dtype": "float32", "keras_history": ["dropout_1", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_2", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 8, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_2", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 256, 256, 8], "dtype": "float32", "keras_history": ["conv2d_1", 0, 0]}}], "kwargs": {}}]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "name": "max_pooling2d_1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 256, 256, 8], "dtype": "float32", "keras_history": ["conv2d_2", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_3", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_3", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 128, 128, 8], "dtype": "float32", "keras_history": ["max_pooling2d_1", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_4", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_4", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 128, 128, 16], "dtype": "float32", "keras_history": ["conv2d_3", 0, 0]}}], "kwargs": {}}]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_2", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "name": "max_pooling2d_2", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 128, 128, 16], "dtype": "float32", "keras_history": ["conv2d_4", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_5", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_5", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 64, 64, 16], "dtype": "float32", "keras_history": ["max_pooling2d_2", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_6", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_6", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 64, 64, 32], "dtype": "float32", "keras_history": ["conv2d_5", 0, 0]}}], "kwargs": {}}]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_3", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "name": "max_pooling2d_3", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 64, 64, 32], "dtype": "float32", "keras_history": ["conv2d_6", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_7", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_7", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 32, 32, 32], "dtype": "float32", "keras_history": ["max_pooling2d_3", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_8", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_8", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 32, 32, 64], "dtype": "float32", "keras_history": ["conv2d_7", 0, 0]}}], "kwargs": {}}]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_4", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "name": "max_pooling2d_4", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 32, 32, 64], "dtype": "float32", "keras_history": ["conv2d_8", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_9", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_9", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 16, 16, 64], "dtype": "float32", "keras_history": ["max_pooling2d_4", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_10", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_10", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 16, 16, 128], "dtype": "float32", "keras_history": ["conv2d_9", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 64, "kernel_size": [2, 2], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_transpose_1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 16, 16, 128], "dtype": "float32", "keras_history": ["conv2d_10", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Concatenate", "config": {"name": "concatenate_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1}, "name": "concatenate_1", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 32, 32, 64], "dtype": "float32", "keras_history": ["conv2d_transpose_1", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 32, 32, 64], "dtype": "float32", "keras_history": ["conv2d_8", 0, 0]}}]], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_11", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_11", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 32, 32, 128], "dtype": "float32", "keras_history": ["concatenate_1", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_12", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_12", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 32, 32, 64], "dtype": "float32", "keras_history": ["conv2d_11", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_2", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 32, "kernel_size": [2, 2], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_transpose_2", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 32, 32, 64], "dtype": "float32", "keras_history": ["conv2d_12", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Concatenate", "config": {"name": "concatenate_2", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1}, "name": "concatenate_2", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 64, 64, 32], "dtype": "float32", "keras_history": ["conv2d_transpose_2", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 64, 64, 32], "dtype": "float32", "keras_history": ["conv2d_6", 0, 0]}}]], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_13", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_13", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 64, 64, 64], "dtype": "float32", "keras_history": ["concatenate_2", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_14", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_14", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 64, 64, 32], "dtype": "float32", "keras_history": ["conv2d_13", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_3", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 16, "kernel_size": [2, 2], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_transpose_3", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 64, 64, 32], "dtype": "float32", "keras_history": ["conv2d_14", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Concatenate", "config": {"name": "concatenate_3", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1}, "name": "concatenate_3", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 128, 128, 16], "dtype": "float32", "keras_history": ["conv2d_transpose_3", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 128, 128, 16], "dtype": "float32", "keras_history": ["conv2d_4", 0, 0]}}]], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_15", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_15", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 128, 128, 32], "dtype": "float32", "keras_history": ["concatenate_3", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_16", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_16", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 128, 128, 16], "dtype": "float32", "keras_history": ["conv2d_15", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_4", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 8, "kernel_size": [2, 2], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_transpose_4", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 128, 128, 16], "dtype": "float32", "keras_history": ["conv2d_16", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Concatenate", "config": {"name": "concatenate_4", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1}, "name": "concatenate_4", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 256, 256, 8], "dtype": "float32", "keras_history": ["conv2d_transpose_4", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 256, 256, 8], "dtype": "float32", "keras_history": ["conv2d_2", 0, 0]}}]], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_17", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 8, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_17", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 256, 256, 16], "dtype": "float32", "keras_history": ["concatenate_4", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_18", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 8, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_18", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 256, 256, 8], "dtype": "float32", "keras_history": ["conv2d_17", 0, 0]}}], "kwargs": {}}]}, {"class_name": "Conv2D", "config": {"name": "conv2d_19", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 1, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "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}, "name": "conv2d_19", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 256, 256, 8], "dtype": "float32", "keras_history": ["conv2d_18", 0, 0]}}], "kwargs": {}}]}], "input_layers": [["input_1", 0, 0]], "output_layers": [["conv2d_19", 0, 0]]}}, "training_config": {"loss": null, "loss_weights": null, "metrics": null, "weighted_metrics": null, "run_eagerly": false, "steps_per_execution": 1, "jit_compile": false, "optimizer_config": {"class_name": "RMSprop", "config": {"name": "rmsprop", "learning_rate": 0.0010000000474974513, "weight_decay": null, "clipnorm": null, "global_clipnorm": null, "clipvalue": null, "use_ema": false, "ema_momentum": 0.99, "ema_overwrite_frequency": null, "loss_scale_factor": null, "gradient_accumulation_steps": null, "rho": 0.9, "momentum": 0.0, "epsilon": 1e-07, "centered": false}}}}, "weightsManifest": [{"paths": ["group1-shard1of1.bin"], "weights": [{"name": "batch_normalization_1/gamma", "shape": [3], "dtype": "float32"}, {"name": "batch_normalization_1/beta", "shape": [3], "dtype": "float32"}, {"name": "batch_normalization_1/moving_mean", "shape": [3], "dtype": "float32"}, {"name": "batch_normalization_1/moving_variance", "shape": [3], "dtype": "float32"}, {"name": "conv2d_1/kernel", "shape": [3, 3, 3, 8], "dtype": "float32"}, {"name": "conv2d_1/bias", "shape": [8], "dtype": "float32"}, {"name": "conv2d_10/kernel", "shape": [3, 3, 128, 128], "dtype": "float32"}, {"name": "conv2d_10/bias", "shape": [128], "dtype": "float32"}, {"name": "conv2d_11/kernel", "shape": [3, 3, 128, 64], "dtype": "float32"}, {"name": "conv2d_11/bias", "shape": [64], "dtype": "float32"}, {"name": "conv2d_12/kernel", "shape": [3, 3, 64, 64], "dtype": "float32"}, {"name": "conv2d_12/bias", "shape": [64], "dtype": "float32"}, {"name": "conv2d_13/kernel", "shape": [3, 3, 64, 32], "dtype": "float32"}, {"name": "conv2d_13/bias", "shape": [32], "dtype": "float32"}, {"name": "conv2d_14/kernel", "shape": [3, 3, 32, 32], "dtype": "float32"}, {"name": "conv2d_14/bias", "shape": [32], "dtype": "float32"}, {"name": "conv2d_15/kernel", "shape": [3, 3, 32, 16], "dtype": "float32"}, {"name": "conv2d_15/bias", "shape": [16], "dtype": "float32"}, {"name": "conv2d_16/kernel", "shape": [3, 3, 16, 16], "dtype": "float32"}, {"name": "conv2d_16/bias", "shape": [16], "dtype": "float32"}, {"name": "conv2d_17/kernel", "shape": [3, 3, 16, 8], "dtype": "float32"}, {"name": "conv2d_17/bias", "shape": [8], "dtype": "float32"}, {"name": "conv2d_18/kernel", "shape": [3, 3, 8, 8], "dtype": "float32"}, {"name": "conv2d_18/bias", "shape": [8], "dtype": "float32"}, {"name": "conv2d_19/kernel", "shape": [1, 1, 8, 1], "dtype": "float32"}, {"name": "conv2d_19/bias", "shape": [1], "dtype": "float32"}, {"name": "conv2d_2/kernel", "shape": [3, 3, 8, 8], "dtype": "float32"}, {"name": "conv2d_2/bias", "shape": [8], "dtype": "float32"}, {"name": "conv2d_3/kernel", "shape": [3, 3, 8, 16], "dtype": "float32"}, {"name": "conv2d_3/bias", "shape": [16], "dtype": "float32"}, {"name": "conv2d_4/kernel", "shape": [3, 3, 16, 16], "dtype": "float32"}, {"name": "conv2d_4/bias", "shape": [16], "dtype": "float32"}, {"name": "conv2d_5/kernel", "shape": [3, 3, 16, 32], "dtype": "float32"}, {"name": "conv2d_5/bias", "shape": [32], "dtype": "float32"}, {"name": "conv2d_6/kernel", "shape": [3, 3, 32, 32], "dtype": "float32"}, {"name": "conv2d_6/bias", "shape": [32], "dtype": "float32"}, {"name": "conv2d_7/kernel", "shape": [3, 3, 32, 64], "dtype": "float32"}, {"name": "conv2d_7/bias", "shape": [64], "dtype": "float32"}, {"name": "conv2d_8/kernel", "shape": [3, 3, 64, 64], "dtype": "float32"}, {"name": "conv2d_8/bias", "shape": [64], "dtype": "float32"}, {"name": "conv2d_9/kernel", "shape": [3, 3, 64, 128], "dtype": "float32"}, {"name": "conv2d_9/bias", "shape": [128], "dtype": "float32"}, {"name": "conv2d_transpose_1/kernel", "shape": [2, 2, 64, 128], "dtype": "float32"}, {"name": "conv2d_transpose_1/bias", "shape": [64], "dtype": "float32"}, {"name": "conv2d_transpose_2/kernel", "shape": [2, 2, 32, 64], "dtype": "float32"}, {"name": "conv2d_transpose_2/bias", "shape": [32], "dtype": "float32"}, {"name": "conv2d_transpose_3/kernel", "shape": [2, 2, 16, 32], "dtype": "float32"}, {"name": "conv2d_transpose_3/bias", "shape": [16], "dtype": "float32"}, {"name": "conv2d_transpose_4/kernel", "shape": [2, 2, 8, 16], "dtype": "float32"}, {"name": "conv2d_transpose_4/bias", "shape": [8], "dtype": "float32"}]}]}