...

.gitignore

@@ -5,7 +5,6 @@ __pycache__/
 key/
 
 models/
-input/
 training_data/
 
 # C extensions

input/input_models/discriminator_architecture_5000.json

@@ -0,0 +1 @@
+{"class_name": "Sequential", "config": {"name": "sequential_1", "layers": [{"module": "keras.layers", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 128, 128, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "conv2d_1_input"}, "registered_name": null}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "conv2d_1", "trainable": false, "dtype": "float32", "batch_input_shape": [null, 128, 128, 3], "filters": 64, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 128, 128, 3]}}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "conv2d_2", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 64, 64, 64]}}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "conv2d_3", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 32, 32, 128]}}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "conv2d_4", "trainable": false, "dtype": "float32", "filters": 512, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 16, 16, 256]}}, {"module": "keras.layers", "class_name": "Flatten", "config": {"name": "flatten", "trainable": false, "dtype": "float32", "data_format": "channels_last"}, "registered_name": null, "build_config": {"input_shape": [null, 8, 8, 512]}}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "dense_1", "trainable": false, "dtype": "float32", "units": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 32768]}}]}, "keras_version": "2.14.0", "backend": "tensorflow"}

input/input_models/generator_architecture_5000.json

@@ -0,0 +1 @@
+{"class_name": "Sequential", "config": {"name": "sequential", "layers": [{"module": "keras.layers", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 128], "dtype": "float32", "sparse": false, "ragged": false, "name": "dense_input"}, "registered_name": null}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "batch_input_shape": [null, 128], "units": 65536, "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 128]}}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "reshape", "trainable": true, "dtype": "float32", "target_shape": [8, 8, 1024]}, "registered_name": null, "build_config": {"input_shape": [null, 65536]}}, {"module": "keras.layers", "class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [4, 4], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "registered_name": null, "build_config": {"input_shape": [null, 8, 8, 1024]}}, {"module": "keras.layers", "class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_1", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [4, 4], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "registered_name": null, "build_config": {"input_shape": [null, 16, 16, 512]}}, {"module": "keras.layers", "class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_2", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [4, 4], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "registered_name": null, "build_config": {"input_shape": [null, 32, 32, 256]}}, {"module": "keras.layers", "class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_3", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [4, 4], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "registered_name": null, "build_config": {"input_shape": [null, 64, 64, 128]}}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "conv2d", "trainable": true, "dtype": "float32", "filters": 3, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 128, 128, 64]}}]}, "keras_version": "2.14.0", "backend": "tensorflow"}

settings.json

@@ -1,4 +1,19 @@
-{
+  {
     "robot_name": "Synthia",
-    "max_length": 50
+    "max_length": 50,
+    "epochs": 10000,
+    "batch_size": 1,
+    "latent_dim": 128,
+    "generation_interval": 25,
+    "learning_rate": 0.0002,
+    "use_learning_rate_scheduler": false,
+    "random_seed": 0,
+    "directories": {
+      "model_checkpoints": "./output/model_checkpoints",
+      "training_images": "./output/training_images",
+      "training_models": "./output/models",
+      "video": "./output/video",
+      "video_frames": "./output/video_frames",
+      "training_data": "training_data/"
+    }
   }