Upload wpod-net.json

wpod-net.json

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+{"class_name": "Model", "keras_version": "2.2.4", "config": {"layers": [{"class_name": "InputLayer", "config": {"dtype": "float32", "batch_input_shape": [null, null, null, 3], "name": "input", "sparse": false}, "inbound_nodes": [], "name": "input"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_1", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 16, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["input", 0, 0, {}]]], "name": "conv2d_1"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_1", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_1", 0, 0, {}]]], "name": "batch_normalization_1"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_1"}, "inbound_nodes": [[["batch_normalization_1", 0, 0, {}]]], "name": "activation_1"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_2", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 16, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_1", 0, 0, {}]]], "name": "conv2d_2"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_2", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_2", 0, 0, {}]]], "name": "batch_normalization_2"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_2"}, "inbound_nodes": [[["batch_normalization_2", 0, 0, {}]]], "name": "activation_2"}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_1", "trainable": true, "data_format": "channels_last", "pool_size": [2, 2], "padding": "valid", "strides": [2, 2]}, "inbound_nodes": [[["activation_2", 0, 0, {}]]], "name": "max_pooling2d_1"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_3", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 32, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["max_pooling2d_1", 0, 0, {}]]], "name": "conv2d_3"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_3", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_3", 0, 0, {}]]], "name": "batch_normalization_3"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_3"}, "inbound_nodes": [[["batch_normalization_3", 0, 0, {}]]], "name": "activation_3"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_4", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 32, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_3", 0, 0, {}]]], "name": "conv2d_4"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_4", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_4", 0, 0, {}]]], "name": "batch_normalization_4"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_4"}, "inbound_nodes": [[["batch_normalization_4", 0, 0, {}]]], "name": "activation_4"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_5", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 32, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_4", 0, 0, {}]]], "name": "conv2d_5"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_5", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_5", 0, 0, {}]]], "name": "batch_normalization_5"}, {"class_name": "Add", "config": {"trainable": true, "name": "add_1"}, "inbound_nodes": [[["batch_normalization_5", 0, 0, {}], ["activation_3", 0, 0, {}]]], "name": "add_1"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_5"}, "inbound_nodes": [[["add_1", 0, 0, {}]]], "name": "activation_5"}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_2", "trainable": true, "data_format": "channels_last", "pool_size": [2, 2], "padding": "valid", "strides": [2, 2]}, "inbound_nodes": [[["activation_5", 0, 0, {}]]], "name": "max_pooling2d_2"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_6", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["max_pooling2d_2", 0, 0, {}]]], "name": "conv2d_6"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_6", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_6", 0, 0, {}]]], "name": "batch_normalization_6"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_6"}, "inbound_nodes": [[["batch_normalization_6", 0, 0, {}]]], "name": "activation_6"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_7", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_6", 0, 0, {}]]], "name": "conv2d_7"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_7", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_7", 0, 0, {}]]], "name": "batch_normalization_7"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_7"}, "inbound_nodes": [[["batch_normalization_7", 0, 0, {}]]], "name": "activation_7"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_8", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_7", 0, 0, {}]]], "name": "conv2d_8"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_8", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_8", 0, 0, {}]]], "name": "batch_normalization_8"}, {"class_name": "Add", "config": {"trainable": true, "name": "add_2"}, "inbound_nodes": [[["batch_normalization_8", 0, 0, {}], ["activation_6", 0, 0, {}]]], "name": "add_2"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_8"}, "inbound_nodes": [[["add_2", 0, 0, {}]]], "name": "activation_8"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": 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[[["activation_9", 0, 0, {}]]], "name": "conv2d_10"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_10", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_10", 0, 0, {}]]], "name": "batch_normalization_10"}, {"class_name": "Add", "config": {"trainable": true, "name": "add_3"}, "inbound_nodes": [[["batch_normalization_10", 0, 0, {}], ["activation_8", 0, 0, {}]]], "name": "add_3"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_10"}, "inbound_nodes": [[["add_3", 0, 0, {}]]], "name": "activation_10"}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_3", "trainable": true, "data_format": "channels_last", "pool_size": [2, 2], "padding": "valid", "strides": [2, 2]}, "inbound_nodes": [[["activation_10", 0, 0, {}]]], "name": "max_pooling2d_3"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_11", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["max_pooling2d_3", 0, 0, {}]]], "name": "conv2d_11"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_11", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_11", 0, 0, {}]]], "name": "batch_normalization_11"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_11"}, "inbound_nodes": [[["batch_normalization_11", 0, 0, {}]]], "name": "activation_11"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_12", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_11", 0, 0, {}]]], "name": "conv2d_12"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_12", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_12", 0, 0, {}]]], "name": "batch_normalization_12"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_12"}, "inbound_nodes": [[["batch_normalization_12", 0, 0, {}]]], "name": "activation_12"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_13", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_12", 0, 0, {}]]], "name": "conv2d_13"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_13", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": true, "axis": -1, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_13", 0, 0, {}]]], "name": "batch_normalization_13"}, {"class_name": "Add", "config": {"trainable": true, "name": "add_4"}, "inbound_nodes": [[["batch_normalization_13", 0, 0, {}], ["activation_11", 0, 0, {}]]], "name": "add_4"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_13"}, "inbound_nodes": [[["add_4", 0, 0, {}]]], "name": "activation_13"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": 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