model.json

"{\"class_name\": \"Sequential\", \"keras_version\": \"2.2.4\", \"backend\": \"tensorflow\", \"config\": {\"name\": \"sequential_1\", \"layers\": [{\"class_name\": \"Lambda\", \"config\": {\"function_type\": \"lambda\", \"output_shape\": [40, 160, 3], \"batch_input_shape\": [null, 40, 160, 3], \"output_shape_type\": \"raw\", \"dtype\": \"float32\", \"name\": \"lambda_1\", \"trainable\": true, \"function\": [\"4wEAAAAAAAAAAQAAAAIAAABTAAAAcwwAAAB8AABkAQAbZAIAGFMpA07nAAAAAADgX0DnAAAAAAAA\\n8D+pACkB2gF4cgMAAAByAwAAAPoIbW9kZWwucHnaCDxsYW1iZGE+SQAAAHMAAAAA\\n\", null, null], \"arguments\": {}}}, {\"class_name\": \"Conv2D\", \"config\": {\"use_bias\": true, \"kernel_size\": [5, 5], \"padding\": \"valid\", \"strides\": [2, 2], \"kernel_regularizer\": null, \"name\": \"conv2d_1\", \"activity_regularizer\": null, \"bias_regularizer\": null, \"bias_initializer\": {\"class_name\": \"Zeros\", \"config\": {}}, \"kernel_constraint\": null, \"filters\": 24, \"bias_constraint\": null, \"trainable\": true, \"dilation_rate\": [1, 1], \"data_format\": \"channels_last\", \"activation\": \"relu\", \"kernel_initializer\": {\"class_name\": \"VarianceScaling\", \"config\": {\"seed\": null, \"scale\": 1.0, \"distribution\": \"uniform\", \"mode\": \"fan_avg\"}}}}, {\"class_name\": \"Conv2D\", \"config\": {\"use_bias\": true, \"kernel_size\": [5, 5], \"padding\": \"valid\", \"strides\": [2, 2], \"kernel_regularizer\": null, \"name\": \"conv2d_2\", \"activity_regularizer\": null, \"bias_regularizer\": null, \"bias_initializer\": {\"class_name\": \"Zeros\", \"config\": {}}, \"kernel_constraint\": null, \"filters\": 36, \"bias_constraint\": null, \"trainable\": true, \"dilation_rate\": [1, 1], \"data_format\": \"channels_last\", \"activation\": \"relu\", \"kernel_initializer\": {\"class_name\": \"VarianceScaling\", \"config\": {\"seed\": null, \"scale\": 1.0, \"distribution\": \"uniform\", \"mode\": \"fan_avg\"}}}}, {\"class_name\": \"Dropout\", \"config\": {\"seed\": null, \"noise_shape\": null, \"name\": \"dropout_1\", \"trainable\": true, \"rate\": 0.3}}, {\"class_name\": \"Conv2D\", \"config\": {\"use_bias\": true, \"kernel_size\": [5, 5], \"padding\": \"valid\", \"strides\": [2, 2], \"kernel_regularizer\": null, \"name\": \"conv2d_3\", \"activity_regularizer\": null, \"bias_regularizer\": null, \"bias_initializer\": {\"class_name\": \"Zeros\", \"config\": {}}, \"kernel_constraint\": null, \"filters\": 48, \"bias_constraint\": null, \"trainable\": true, \"dilation_rate\": [1, 1], \"data_format\": \"channels_last\", \"activation\": \"relu\", \"kernel_initializer\": {\"class_name\": \"VarianceScaling\", \"config\": {\"seed\": null, \"scale\": 1.0, \"distribution\": \"uniform\", \"mode\": \"fan_avg\"}}}}, {\"class_name\": \"Conv2D\", \"config\": {\"use_bias\": true, \"kernel_size\": [3, 3], \"padding\": \"valid\", \"strides\": [1, 1], \"kernel_regularizer\": null, \"name\": \"conv2d_4\", \"activity_regularizer\": null, \"bias_regularizer\": null, \"bias_initializer\": {\"class_name\": \"Zeros\", \"config\": {}}, \"kernel_constraint\": null, \"filters\": 64, \"bias_constraint\": null, \"trainable\": true, \"dilation_rate\": [1, 1], \"data_format\": \"channels_first\", \"activation\": \"relu\", \"kernel_initializer\": {\"class_name\": \"VarianceScaling\", \"config\": {\"seed\": null, \"scale\": 1.0, \"distribution\": \"uniform\", \"mode\": \"fan_avg\"}}}}, {\"class_name\": \"Conv2D\", \"config\": {\"use_bias\": true, \"kernel_size\": [3, 3], \"padding\": \"valid\", \"strides\": [1, 1], \"kernel_regularizer\": null, \"name\": \"conv2d_5\", \"activity_regularizer\": null, \"bias_regularizer\": null, \"bias_initializer\": {\"class_name\": \"Zeros\", \"config\": {}}, \"kernel_constraint\": null, \"filters\": 64, \"bias_constraint\": null, \"trainable\": true, \"dilation_rate\": [1, 1], \"data_format\": \"channels_last\", \"activation\": \"relu\", \"kernel_initializer\": {\"class_name\": \"VarianceScaling\", \"config\": {\"seed\": null, \"scale\": 1.0, \"distribution\": \"uniform\", \"mode\": \"fan_avg\"}}}}, {\"class_name\": \"Dropout\", \"config\": {\"seed\": null, \"noise_shape\": null, \"name\": \"dropout_2\", \"trainable\": true, \"rate\": 0.3}}, {\"class_name\": \"Flatten\", \"config\": {\"name\": \"flatten_1\", \"trainable\": true, \"data_format\": \"channels_last\"}}, {\"class_name\": \"Dense\", \"config\": {\"use_bias\": true, \"bias_constraint\": null, \"bias_regularizer\": null, \"kernel_regularizer\": null, \"name\": \"dense_1\", \"activity_regularizer\": null, \"bias_initializer\": {\"class_name\": \"Zeros\", \"config\": {}}, \"kernel_constraint\": null, \"units\": 100, \"kernel_initializer\": {\"class_name\": \"VarianceScaling\", \"config\": {\"seed\": null, \"scale\": 1.0, \"distribution\": \"uniform\", \"mode\": \"fan_avg\"}}, \"trainable\": true, \"activation\": \"relu\"}}, {\"class_name\": \"Dropout\", \"config\": {\"seed\": null, \"noise_shape\": null, \"name\": \"dropout_3\", \"trainable\": true, \"rate\": 0.3}}, {\"class_name\": \"Dense\", \"config\": {\"use_bias\": true, \"bias_constraint\": null, \"bias_regularizer\": null, \"kernel_regularizer\": null, \"name\": \"dense_2\", \"activity_regularizer\": null, \"bias_initializer\": {\"class_name\": \"Zeros\", \"config\": {}}, \"kernel_constraint\": null, \"units\": 50, \"kernel_initializer\": {\"class_name\": \"VarianceScaling\", \"config\": {\"seed\": null, \"scale\": 1.0, \"distribution\": \"uniform\", \"mode\": \"fan_avg\"}}, \"trainable\": true, \"activation\": \"relu\"}}, {\"class_name\": \"Dropout\", \"config\": {\"seed\": null, \"noise_shape\": null, \"name\": \"dropout_4\", \"trainable\": true, \"rate\": 0.3}}, {\"class_name\": \"Dense\", \"config\": {\"use_bias\": true, \"bias_constraint\": null, \"bias_regularizer\": null, \"kernel_regularizer\": null, \"name\": \"dense_3\", \"activity_regularizer\": null, \"bias_initializer\": {\"class_name\": \"Zeros\", \"config\": {}}, \"kernel_constraint\": null, \"units\": 10, \"kernel_initializer\": {\"class_name\": \"VarianceScaling\", \"config\": {\"seed\": null, \"scale\": 1.0, \"distribution\": \"uniform\", \"mode\": \"fan_avg\"}}, \"trainable\": true, \"activation\": \"relu\"}}, {\"class_name\": \"Dense\", \"config\": {\"use_bias\": true, \"bias_constraint\": null, \"bias_regularizer\": null, \"kernel_regularizer\": null, \"name\": \"dense_4\", \"activity_regularizer\": null, \"bias_initializer\": {\"class_name\": \"Zeros\", \"config\": {}}, \"kernel_constraint\": null, \"units\": 1, \"kernel_initializer\": {\"class_name\": \"VarianceScaling\", \"config\": {\"seed\": null, \"scale\": 1.0, \"distribution\": \"uniform\", \"mode\": \"fan_avg\"}}, \"trainable\": true, \"activation\": \"linear\"}}]}}"