model.json

"{\"class_name\": \"Sequential\", \"config\": [{\"class_name\": \"Lambda\", \"config\": {\"name\": \"lambda_11\", \"input_dtype\": \"float32\", \"arguments\": {}, \"trainable\": true, \"function_type\": \"lambda\", \"batch_input_shape\": [null, 80, 300, 3], \"output_shape\": [80, 300, 3], \"output_shape_type\": \"raw\", \"function\": [\"\\u00e3\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0002\\u0000\\u0000\\u0000C\\u0000\\u0000\\u0000s\\f\\u0000\\u0000\\u0000|\\u0000\\u0000d\\u0001\\u0000\\u001bd\\u0002\\u0000\\u0018S)\\u0003N\\u00e9\\u00ff\\u0000\\u0000\\u0000g\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u00e0?\\u00a9\\u0000)\\u0001\\u00da\\u0001xr\\u0002\\u0000\\u0000\\u0000r\\u0002\\u0000\\u0000\\u0000\\u00fa\\u001f<ipython-input-76-dcdb0c38877c>\\u00da\\b<lambda>\\u000b\\u0000\\u0000\\u0000\\u00f3\\u0000\\u0000\\u0000\\u0000\", null, null]}}, {\"class_name\": \"Convolution2D\", \"config\": {\"b_regularizer\": null, \"subsample\": [2, 2], \"activation\": \"linear\", \"name\": \"convolution2d_50\", \"W_constraint\": null, \"nb_filter\": 24, \"W_regularizer\": {\"name\": \"WeightRegularizer\", \"l1\": 0.0, \"l2\": 0.009999999776482582}, \"b_constraint\": null, \"init\": \"glorot_uniform\", \"dim_ordering\": \"tf\", \"bias\": true, \"trainable\": true, \"border_mode\": \"valid\", \"nb_col\": 5, \"activity_regularizer\": null, \"nb_row\": 5}}, {\"class_name\": \"BatchNormalization\", \"config\": {\"name\": \"batchnormalization_52\", \"mode\": 0, \"epsilon\": 1e-05, \"trainable\": true, \"gamma_regularizer\": null, \"axis\": -1, \"momentum\": 0.99, \"beta_regularizer\": null}}, {\"class_name\": \"Activation\", \"config\": {\"name\": \"activation_80\", \"activation\": \"relu\", \"trainable\": true}}, {\"class_name\": \"Convolution2D\", \"config\": {\"b_regularizer\": null, \"subsample\": [2, 2], \"activation\": \"linear\", \"name\": \"convolution2d_51\", \"W_constraint\": null, \"nb_filter\": 36, \"W_regularizer\": {\"name\": \"WeightRegularizer\", \"l1\": 0.0, \"l2\": 0.009999999776482582}, \"b_constraint\": null, \"init\": \"glorot_uniform\", \"dim_ordering\": \"tf\", \"bias\": true, \"trainable\": true, \"border_mode\": \"valid\", \"nb_col\": 5, \"activity_regularizer\": null, \"nb_row\": 5}}, {\"class_name\": \"BatchNormalization\", \"config\": {\"name\": \"batchnormalization_53\", \"mode\": 0, \"epsilon\": 1e-05, \"trainable\": true, \"gamma_regularizer\": null, \"axis\": -1, \"momentum\": 0.99, \"beta_regularizer\": null}}, {\"class_name\": \"Activation\", \"config\": {\"name\": \"activation_81\", \"activation\": \"relu\", \"trainable\": true}}, {\"class_name\": \"Convolution2D\", \"config\": {\"b_regularizer\": null, \"subsample\": [2, 2], \"activation\": \"linear\", \"name\": \"convolution2d_52\", \"W_constraint\": null, \"nb_filter\": 48, \"W_regularizer\": {\"name\": \"WeightRegularizer\", \"l1\": 0.0, \"l2\": 0.009999999776482582}, \"b_constraint\": null, \"init\": \"glorot_uniform\", \"dim_ordering\": \"tf\", \"bias\": true, \"trainable\": true, \"border_mode\": \"valid\", \"nb_col\": 5, \"activity_regularizer\": null, \"nb_row\": 5}}, {\"class_name\": \"BatchNormalization\", \"config\": {\"name\": \"batchnormalization_54\", \"mode\": 0, \"epsilon\": 1e-05, \"trainable\": true, \"gamma_regularizer\": null, \"axis\": -1, \"momentum\": 0.99, \"beta_regularizer\": null}}, {\"class_name\": \"Activation\", \"config\": {\"name\": \"activation_82\", \"activation\": \"relu\", \"trainable\": true}}, {\"class_name\": \"Convolution2D\", \"config\": {\"b_regularizer\": null, \"subsample\": [1, 1], \"activation\": \"linear\", \"name\": \"convolution2d_53\", \"W_constraint\": null, \"nb_filter\": 64, \"W_regularizer\": {\"name\": \"WeightRegularizer\", \"l1\": 0.0, \"l2\": 0.009999999776482582}, \"b_constraint\": null, \"init\": \"glorot_uniform\", \"dim_ordering\": \"tf\", \"bias\": true, \"trainable\": true, \"border_mode\": \"valid\", \"nb_col\": 3, \"activity_regularizer\": null, \"nb_row\": 3}}, {\"class_name\": \"BatchNormalization\", \"config\": {\"name\": \"batchnormalization_55\", \"mode\": 0, \"epsilon\": 1e-05, \"trainable\": true, \"gamma_regularizer\": null, \"axis\": -1, \"momentum\": 0.99, \"beta_regularizer\": null}}, {\"class_name\": \"Activation\", \"config\": {\"name\": \"activation_83\", \"activation\": \"relu\", \"trainable\": true}}, {\"class_name\": \"Convolution2D\", \"config\": {\"b_regularizer\": null, \"subsample\": [1, 1], \"activation\": \"linear\", \"name\": \"convolution2d_54\", \"W_constraint\": null, \"nb_filter\": 64, \"W_regularizer\": {\"name\": \"WeightRegularizer\", \"l1\": 0.0, \"l2\": 0.009999999776482582}, \"b_constraint\": null, \"init\": \"glorot_uniform\", \"dim_ordering\": \"tf\", \"bias\": true, \"trainable\": true, \"border_mode\": \"valid\", \"nb_col\": 3, \"activity_regularizer\": null, \"nb_row\": 3}}, {\"class_name\": \"BatchNormalization\", \"config\": {\"name\": \"batchnormalization_56\", \"mode\": 0, \"epsilon\": 1e-05, \"trainable\": true, \"gamma_regularizer\": null, \"axis\": -1, \"momentum\": 0.99, \"beta_regularizer\": null}}, {\"class_name\": \"Activation\", \"config\": {\"name\": \"activation_84\", \"activation\": \"relu\", \"trainable\": true}}, {\"class_name\": \"Flatten\", \"config\": {\"name\": \"flatten_11\", \"trainable\": true}}, {\"class_name\": \"Dense\", \"config\": {\"b_regularizer\": null, \"output_dim\": 100, \"activation\": \"linear\", \"name\": \"fc1\", \"W_constraint\": null, \"W_regularizer\": null, \"b_constraint\": null, \"init\": \"glorot_uniform\", \"input_dim\": null, \"bias\": true, \"trainable\": true, \"activity_regularizer\": null}}, {\"class_name\": \"BatchNormalization\", \"config\": {\"name\": \"batchnormalization_57\", \"mode\": 1, \"epsilon\": 1e-05, \"trainable\": true, \"gamma_regularizer\": null, \"axis\": -1, \"momentum\": 0.99, \"beta_regularizer\": null}}, {\"class_name\": \"Activation\", \"config\": {\"name\": \"activation_85\", \"activation\": \"relu\", \"trainable\": true}}, {\"class_name\": \"Dropout\", \"config\": {\"name\": \"dropout_30\", \"p\": 0.1, \"trainable\": true}}, {\"class_name\": \"Dense\", \"config\": {\"b_regularizer\": null, \"output_dim\": 50, \"activation\": \"linear\", \"name\": \"fc2\", \"W_constraint\": null, \"W_regularizer\": null, \"b_constraint\": null, \"init\": \"glorot_uniform\", \"input_dim\": null, \"bias\": true, \"trainable\": true, \"activity_regularizer\": null}}, {\"class_name\": \"BatchNormalization\", \"config\": {\"name\": \"batchnormalization_58\", \"mode\": 1, \"epsilon\": 1e-05, \"trainable\": true, \"gamma_regularizer\": null, \"axis\": -1, \"momentum\": 0.99, \"beta_regularizer\": null}}, {\"class_name\": \"Activation\", \"config\": {\"name\": \"activation_86\", \"activation\": \"relu\", \"trainable\": true}}, {\"class_name\": \"Dropout\", \"config\": {\"name\": \"dropout_31\", \"p\": 0.1, \"trainable\": true}}, {\"class_name\": \"Dense\", \"config\": {\"b_regularizer\": null, \"output_dim\": 10, \"activation\": \"linear\", \"name\": \"fc3\", \"W_constraint\": null, \"W_regularizer\": null, \"b_constraint\": null, \"init\": \"glorot_uniform\", \"input_dim\": null, \"bias\": true, \"trainable\": true, \"activity_regularizer\": null}}, {\"class_name\": \"BatchNormalization\", \"config\": {\"name\": \"batchnormalization_59\", \"mode\": 1, \"epsilon\": 1e-05, \"trainable\": true, \"gamma_regularizer\": null, \"axis\": -1, \"momentum\": 0.99, \"beta_regularizer\": null}}, {\"class_name\": \"Activation\", \"config\": {\"name\": \"activation_87\", \"activation\": \"relu\", \"trainable\": true}}, {\"class_name\": \"Dense\", \"config\": {\"b_regularizer\": null, \"output_dim\": 1, \"activation\": \"linear\", \"name\": \"output\", \"W_constraint\": null, \"W_regularizer\": null, \"b_constraint\": null, \"init\": \"glorot_uniform\", \"input_dim\": null, \"bias\": true, \"trainable\": true, \"activity_regularizer\": null}}], \"keras_version\": \"1.1.2\"}"