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Tiny_Yolo_Architecture.json
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{"layers": [{"name": "ZeroPadding2D", "custom_name": "zeropadding2d", "trainable": true, "input_shape": [3, 448, 448], "padding": [1, 1], "cache_enabled": true}, {"W_constraint": null, "b_constraint": null, "name": "Convolution2D", "custom_name": "convolution2d", "subsample": [1, 1], "activation": "linear", "trainable": true, "dim_ordering": "th", "nb_col": 3, "cache_enabled": true, "init": "glorot_uniform", "nb_filter": 16, "b_regularizer": null, "W_regularizer": null, "nb_row": 3, "activity_regularizer": null, "border_mode": "valid"}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"name": "MaxPooling2D", "custom_name": "maxpooling2d", "strides": [2, 2], "trainable": true, "dim_ordering": "th", "pool_size": [2, 2], "cache_enabled": true, "border_mode": "valid"}, {"padding": [1, 1], "cache_enabled": true, "trainable": true, "name": "ZeroPadding2D", "custom_name": "zeropadding2d"}, {"W_constraint": null, "b_constraint": null, "name": "Convolution2D", "custom_name": "convolution2d", "subsample": [1, 1], "activation": "linear", "trainable": true, "dim_ordering": "th", "nb_col": 3, "cache_enabled": true, "init": "glorot_uniform", "nb_filter": 32, "b_regularizer": null, "W_regularizer": null, "nb_row": 3, "activity_regularizer": null, "border_mode": "valid"}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"name": "MaxPooling2D", "custom_name": "maxpooling2d", "strides": [2, 2], "trainable": true, "dim_ordering": "th", "pool_size": [2, 2], "cache_enabled": true, "border_mode": "valid"}, {"padding": [1, 1], "cache_enabled": true, "trainable": true, "name": "ZeroPadding2D", "custom_name": "zeropadding2d"}, {"W_constraint": null, "b_constraint": null, "name": "Convolution2D", "custom_name": "convolution2d", "subsample": [1, 1], "activation": "linear", "trainable": true, "dim_ordering": "th", "nb_col": 3, "cache_enabled": true, "init": "glorot_uniform", "nb_filter": 64, "b_regularizer": null, "W_regularizer": null, "nb_row": 3, "activity_regularizer": null, "border_mode": "valid"}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"name": "MaxPooling2D", "custom_name": "maxpooling2d", "strides": [2, 2], "trainable": true, "dim_ordering": "th", "pool_size": [2, 2], "cache_enabled": true, "border_mode": "valid"}, {"padding": [1, 1], "cache_enabled": true, "trainable": true, "name": "ZeroPadding2D", "custom_name": "zeropadding2d"}, {"W_constraint": null, "b_constraint": null, "name": "Convolution2D", "custom_name": "convolution2d", "subsample": [1, 1], "activation": "linear", "trainable": true, "dim_ordering": "th", "nb_col": 3, "cache_enabled": true, "init": "glorot_uniform", "nb_filter": 128, "b_regularizer": null, "W_regularizer": null, "nb_row": 3, "activity_regularizer": null, "border_mode": "valid"}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"name": "MaxPooling2D", "custom_name": "maxpooling2d", "strides": [2, 2], "trainable": true, "dim_ordering": "th", "pool_size": [2, 2], "cache_enabled": true, "border_mode": "valid"}, {"padding": [1, 1], "cache_enabled": true, "trainable": true, "name": "ZeroPadding2D", "custom_name": "zeropadding2d"}, {"W_constraint": null, "b_constraint": null, "name": "Convolution2D", "custom_name": "convolution2d", "subsample": [1, 1], "activation": "linear", "trainable": true, "dim_ordering": "th", "nb_col": 3, "cache_enabled": true, "init": "glorot_uniform", "nb_filter": 256, "b_regularizer": null, "W_regularizer": null, "nb_row": 3, "activity_regularizer": null, "border_mode": "valid"}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"name": "MaxPooling2D", "custom_name": "maxpooling2d", "strides": [2, 2], "trainable": true, "dim_ordering": "th", "pool_size": [2, 2], "cache_enabled": true, "border_mode": "valid"}, {"padding": [1, 1], "cache_enabled": true, "trainable": true, "name": "ZeroPadding2D", "custom_name": "zeropadding2d"}, {"W_constraint": null, "b_constraint": null, "name": "Convolution2D", "custom_name": "convolution2d", "subsample": [1, 1], "activation": "linear", "trainable": true, "dim_ordering": "th", "nb_col": 3, "cache_enabled": true, "init": "glorot_uniform", "nb_filter": 512, "b_regularizer": null, "W_regularizer": null, "nb_row": 3, "activity_regularizer": null, "border_mode": "valid"}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"name": "MaxPooling2D", "custom_name": "maxpooling2d", "strides": [2, 2], "trainable": true, "dim_ordering": "th", "pool_size": [2, 2], "cache_enabled": true, "border_mode": "valid"}, {"padding": [1, 1], "cache_enabled": true, "trainable": true, "name": "ZeroPadding2D", "custom_name": "zeropadding2d"}, {"W_constraint": null, "b_constraint": null, "name": "Convolution2D", "custom_name": "convolution2d", "subsample": [1, 1], "activation": "linear", "trainable": true, "dim_ordering": "th", "nb_col": 3, "cache_enabled": true, "init": "glorot_uniform", "nb_filter": 1024, "b_regularizer": null, "W_regularizer": null, "nb_row": 3, "activity_regularizer": null, "border_mode": "valid"}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"padding": [1, 1], "cache_enabled": true, "trainable": true, "name": "ZeroPadding2D", "custom_name": "zeropadding2d"}, {"W_constraint": null, "b_constraint": null, "name": "Convolution2D", "custom_name": "convolution2d", "subsample": [1, 1], "activation": "linear", "trainable": true, "dim_ordering": "th", "nb_col": 3, "cache_enabled": true, "init": "he_normal", "nb_filter": 1024, "b_regularizer": null, "W_regularizer": null, "nb_row": 3, "activity_regularizer": null, "border_mode": "valid"}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"padding": [1, 1], "cache_enabled": true, "trainable": true, "name": "ZeroPadding2D", "custom_name": "zeropadding2d"}, {"W_constraint": null, "b_constraint": null, "name": "Convolution2D", "custom_name": "convolution2d", "subsample": [1, 1], "activation": "linear", "trainable": true, "dim_ordering": "th", "nb_col": 3, "cache_enabled": true, "init": "he_normal", "nb_filter": 1024, "b_regularizer": null, "W_regularizer": null, "nb_row": 3, "activity_regularizer": null, "border_mode": "valid"}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"cache_enabled": true, "trainable": true, "name": "Flatten", "custom_name": "flatten"}, {"W_constraint": null, "b_constraint": null, "name": "Dense", "custom_name": "dense", "activity_regularizer": null, "trainable": true, "cache_enabled": true, "init": "he_normal", "activation": "linear", "input_dim": null, "b_regularizer": null, "W_regularizer": null, "output_dim": 256}, {"W_constraint": null, "b_constraint": null, "name": "Dense", "custom_name": "dense", "activity_regularizer": null, "trainable": true, "cache_enabled": true, "init": "he_normal", "activation": "linear", "input_dim": null, "b_regularizer": null, "W_regularizer": null, "output_dim": 4096}, {"cache_enabled": true, "trainable": true, "name": "Dropout", "custom_name": "dropout", "p": 0.5}, {"cache_enabled": true, "trainable": true, "name": "LeakyReLU", "custom_name": "leakyrelu", "alpha": 0.1}, {"W_constraint": null, "b_constraint": null, "name": "Dense", "custom_name": "dense", "activity_regularizer": null, "trainable": true, "cache_enabled": true, "init": "he_normal", "activation": "linear", "input_dim": null, "b_regularizer": null, "W_regularizer": null, "output_dim": 1225}], "optimizer": {"beta_1": 0.8999999761581421, "epsilon": 1e-08, "beta_2": 0.9990000128746033, "lr": 9.999999747378752e-05, "name": "Adam"}, "class_mode": "categorical", "name": "Sequential", "loss": "custom_loss"}