diff --git a/README.md b/README.md
index 35554ec..0ce6fbd 100644
--- a/README.md
+++ b/README.md
@@ -13,12 +13,17 @@ For example :
 
 ```python
 python run_timegan.py
-
 ```
 
 2. VRAE를 이용한 시계열 생성
 
 ```python
 python run_vrae.py
+```
+
+# Model Explanation
+## TimeGAN
+<img src = 'link'>
 
-```
\ No newline at end of file
+## VRAE
+<img src = 'link'>
diff --git a/config_timegan.py b/config_timegan.py
index 3847622..7631742 100644
--- a/config_timegan.py
+++ b/config_timegan.py
@@ -77,15 +77,15 @@ def parser_setting(parser):
     # Model Arguments
     parser.add_argument(
         '--emb_epochs',
-        default=300,
+        default=1000,
         type=int)
     parser.add_argument(
         '--sup_epochs',
-        default=300,
+        default=1000,
         type=int)
     parser.add_argument(
         '--gan_epochs',
-        default=300,
+        default=1000,
         type=int)
     parser.add_argument(
         '--batch_size',
diff --git a/config_vrae.py b/config_vrae.py
index b459d9c..c462cbc 100644
--- a/config_vrae.py
+++ b/config_vrae.py
@@ -86,7 +86,7 @@ def parser_setting(parser):
         type=int)
     parser.add_argument(
         '--n_epochs',
-        default=500,
+        default=1000,
         type=int)
     parser.add_argument(
         '--batch_size',
diff --git a/image/LSTM_VAE_architecture.png b/image/LSTM_VAE_architecture.png
new file mode 100644
index 0000000..f17ae8c
Binary files /dev/null and b/image/LSTM_VAE_architecture.png differ
diff --git a/image/TimeGAN_architecture.PNG b/image/TimeGAN_architecture.PNG
new file mode 100644
index 0000000..28aa71a
Binary files /dev/null and b/image/TimeGAN_architecture.PNG differ
diff --git a/image/architecture.png b/image/architecture.png
deleted file mode 100644
index 407324c..0000000
Binary files a/image/architecture.png and /dev/null differ
diff --git a/image/train_test_image.png b/image/train_test_image.png
new file mode 100644
index 0000000..0b77c47
Binary files /dev/null and b/image/train_test_image.png differ