model.json

"{\"class_name\": \"Sequential\", \"config\": [{\"class_name\": \"Convolution2D\", \"config\": {\"W_constraint\": null, \"nb_col\": 1, \"input_dtype\": \"float32\", \"dim_ordering\": \"tf\", \"b_regularizer\": null, \"nb_row\": 1, \"W_regularizer\": null, \"activity_regularizer\": null, \"b_constraint\": null, \"nb_filter\": 3, \"batch_input_shape\": [null, 35, 40, 3], \"name\": \"convolution2d_1\", \"subsample\": [1, 1], \"bias\": true, \"border_mode\": \"same\", \"activation\": \"linear\", \"trainable\": true, \"init\": \"uniform\"}}, {\"class_name\": \"Convolution2D\", \"config\": {\"W_constraint\": null, \"nb_col\": 6, \"dim_ordering\": \"tf\", \"b_regularizer\": null, \"nb_row\": 6, \"W_regularizer\": null, \"activity_regularizer\": null, \"b_constraint\": null, \"nb_filter\": 36, \"name\": \"convolution2d_2\", \"subsample\": [1, 1], \"bias\": true, \"border_mode\": \"same\", \"activation\": \"linear\", \"trainable\": true, \"init\": \"uniform\"}}, {\"class_name\": \"PReLU\", \"config\": {\"name\": \"prelu_1\", \"trainable\": true, \"init\": \"zero\"}}, {\"class_name\": \"BatchNormalization\", \"config\": {\"mode\": 0, \"name\": \"batchnormalization_1\", \"beta_regularizer\": null, \"epsilon\": 1e-05, \"momentum\": 0.99, \"trainable\": true, \"axis\": -1, \"gamma_regularizer\": null}}, {\"class_name\": \"MaxPooling2D\", \"config\": {\"strides\": [2, 2], \"name\": \"maxpooling2d_1\", \"pool_size\": [2, 2], \"dim_ordering\": \"tf\", \"border_mode\": \"valid\", \"trainable\": true}}, {\"class_name\": \"SpatialDropout2D\", \"config\": {\"p\": 0.5, \"name\": \"spatialdropout2d_1\", \"trainable\": true}}, {\"class_name\": \"Convolution2D\", \"config\": {\"W_constraint\": null, \"nb_col\": 6, \"dim_ordering\": \"tf\", \"b_regularizer\": null, \"nb_row\": 6, \"W_regularizer\": null, \"activity_regularizer\": null, \"b_constraint\": null, \"nb_filter\": 42, \"name\": \"convolution2d_3\", \"subsample\": [2, 2], \"bias\": true, \"border_mode\": \"valid\", \"activation\": \"linear\", \"trainable\": true, \"init\": \"uniform\"}}, {\"class_name\": \"PReLU\", \"config\": {\"name\": \"prelu_2\", \"trainable\": true, \"init\": \"zero\"}}, {\"class_name\": \"BatchNormalization\", \"config\": {\"mode\": 0, \"name\": \"batchnormalization_2\", \"beta_regularizer\": null, \"epsilon\": 1e-05, \"momentum\": 0.99, \"trainable\": true, \"axis\": -1, \"gamma_regularizer\": null}}, {\"class_name\": \"Convolution2D\", \"config\": {\"W_constraint\": null, \"nb_col\": 3, \"dim_ordering\": \"tf\", \"b_regularizer\": null, \"nb_row\": 3, \"W_regularizer\": null, \"activity_regularizer\": null, \"b_constraint\": null, \"nb_filter\": 48, \"name\": \"convolution2d_4\", \"subsample\": [2, 2], \"bias\": true, \"border_mode\": \"valid\", \"activation\": \"linear\", \"trainable\": true, \"init\": \"uniform\"}}, {\"class_name\": \"PReLU\", \"config\": {\"name\": \"prelu_3\", \"trainable\": true, \"init\": \"zero\"}}, {\"class_name\": \"BatchNormalization\", \"config\": {\"mode\": 0, \"name\": \"batchnormalization_3\", \"beta_regularizer\": null, \"epsilon\": 1e-05, \"momentum\": 0.99, \"trainable\": true, \"axis\": -1, \"gamma_regularizer\": null}}, {\"class_name\": \"Flatten\", \"config\": {\"name\": \"flatten_1\", \"trainable\": true}}, {\"class_name\": \"Dense\", \"config\": {\"W_constraint\": null, \"output_dim\": 300, \"bias\": true, \"W_regularizer\": null, \"activity_regularizer\": null, \"b_constraint\": null, \"name\": \"dense_1\", \"input_dim\": null, \"b_regularizer\": null, \"activation\": \"linear\", \"trainable\": true, \"init\": \"normal\"}}, {\"class_name\": \"PReLU\", \"config\": {\"name\": \"prelu_4\", \"trainable\": true, \"init\": \"zero\"}}, {\"class_name\": \"Dense\", \"config\": {\"W_constraint\": null, \"output_dim\": 150, \"bias\": true, \"W_regularizer\": null, \"activity_regularizer\": null, \"b_constraint\": null, \"name\": \"dense_2\", \"input_dim\": null, \"b_regularizer\": null, \"activation\": \"linear\", \"trainable\": true, \"init\": \"normal\"}}, {\"class_name\": \"PReLU\", \"config\": {\"name\": \"prelu_5\", \"trainable\": true, \"init\": \"zero\"}}, {\"class_name\": \"Dense\", \"config\": {\"W_constraint\": null, \"output_dim\": 50, \"bias\": true, \"W_regularizer\": null, \"activity_regularizer\": null, \"b_constraint\": null, \"name\": \"dense_3\", \"input_dim\": null, \"b_regularizer\": null, \"activation\": \"linear\", \"trainable\": true, \"init\": \"normal\"}}, {\"class_name\": \"PReLU\", \"config\": {\"name\": \"prelu_6\", \"trainable\": true, \"init\": \"zero\"}}, {\"class_name\": \"Dropout\", \"config\": {\"p\": 0.5, \"name\": \"dropout_1\", \"trainable\": true}}, {\"class_name\": \"Dense\", \"config\": {\"W_constraint\": null, \"output_dim\": 1, \"bias\": true, \"W_regularizer\": null, \"activity_regularizer\": null, \"b_constraint\": null, \"name\": \"dense_4\", \"input_dim\": null, \"b_regularizer\": null, \"activation\": \"tanh\", \"trainable\": true, \"init\": \"glorot_uniform\"}}], \"keras_version\": \"1.1.1\"}"