Create model_config.json

model_config.json

@@ -0,0 +1,46 @@
+{
+  "model_type": "neural_network",
+  "architecture": {
+    "layers": [
+      {
+        "type": "input",
+        "shape": [None, 784]
+      },
+      {
+        "type": "dense",
+        "units": 128,
+        "activation": "relu"
+      },
+      {
+        "type": "dense",
+        "units": 64,
+        "activation": "relu"
+      },
+      {
+        "type": "dense",
+        "units": 10,
+        "activation": "softmax"
+      }
+    ]
+  },
+  "training_config": {
+    "optimizer": "adam",
+    "loss": "categorical_crossentropy",
+    "metrics": ["accuracy"]
+  },
+  "hyperparameters": {
+    "learning_rate": 0.001,
+    "batch_size": 32,
+    "epochs": 50
+  },
+  "input_preprocessing": {
+    "normalization": "min_max",
+    "resize": [28, 28],
+    "color_mode": "grayscale"
+  },
+  "metadata": {
+    "created_at": "2024-01-01",
+    "version": "1.0.0",
+    "task": "classification"
+  }
+}