diff --git a/codes/ecg-image-generator/CreasesWrinkles/creases.py b/codes/ecg-image-generator/CreasesWrinkles/creases.py
index cf03a95..efa5797 100644
--- a/codes/ecg-image-generator/CreasesWrinkles/creases.py
+++ b/codes/ecg-image-generator/CreasesWrinkles/creases.py
@@ -252,7 +252,7 @@ def get_creased(input_file,output_directory,ifWrinkles=False,ifCreases=False,cre
     if(ifWrinkles):
     #Seed with a different selection of a wrinkle image
     # read wrinkle image as grayscale and convert to float in range 0 to 1
-        wrinkle_file_name = os.path.join(os.path.join('CreasesWrinkles','wrinkles-dataset') , str(random.choice(range(1,21))) + '.jpg')
+        wrinkle_file_name = os.path.join(os.path.join('CreasesWrinkles','wrinkles-dataset') , random.choice(os.listdir(os.path.join('CreasesWrinkles','wrinkles-dataset'))))
         wrinklesImg = quilt(wrinkle_file_name,250,(1,1),'Cut')
         wrinklesImg=cv2.cvtColor(wrinklesImg, cv2.COLOR_BGR2GRAY)
         wrinklesImg = wrinklesImg.astype("float32") / 255.0
diff --git a/codes/ecg-image-generator/ImageAugmentation/augment.py b/codes/ecg-image-generator/ImageAugmentation/augment.py
index ee94222..196d71c 100644
--- a/codes/ecg-image-generator/ImageAugmentation/augment.py
+++ b/codes/ecg-image-generator/ImageAugmentation/augment.py
@@ -53,7 +53,7 @@ def get_augment(input_file,output_directory,rotate=25,noise=25,crop=0.01,tempera
         leadNames_bbs = BoundingBoxesOnImage(leadNames_bbs, shape=image.shape)
        
     
-    images = [image]
+    images = [image[:, :, :3]]
     rot = random.randint(-rotate, rotate)
     crop_sample = random.uniform(0, crop)
     #Augment in a sequential manner. Create an augmentation object
diff --git a/codes/ecg-image-generator/gen_ecg_image_from_data.py b/codes/ecg-image-generator/gen_ecg_image_from_data.py
index 0cae8b8..80f23f7 100644
--- a/codes/ecg-image-generator/gen_ecg_image_from_data.py
+++ b/codes/ecg-image-generator/gen_ecg_image_from_data.py
@@ -51,7 +51,7 @@ def get_parser():
     parser.add_argument('--random_grid_present',type=float,default=1)
     parser.add_argument('--random_add_header',type=float,default=0)
     parser.add_argument('--random_bw',type=float,default=0)
-    parser.add_argument('--deterministic_lead',action="store_true",default=True)
+    parser.add_argument('--deterministic_lead',action="store_false",default=True)
     parser.add_argument('--store_text_bounding_box',action="store_true",default=False)
     parser.add_argument('--store_config',action="store_true",default=False)
 
diff --git a/codes/ecg-image-generator/gen_ecg_images_from_data_batch.py b/codes/ecg-image-generator/gen_ecg_images_from_data_batch.py
index 8c2ebbb..1519cb1 100644
--- a/codes/ecg-image-generator/gen_ecg_images_from_data_batch.py
+++ b/codes/ecg-image-generator/gen_ecg_images_from_data_batch.py
@@ -49,7 +49,7 @@ def get_parser():
     parser.add_argument('--random_grid_present',type=float,default=1)
     parser.add_argument('--random_add_header',type=float,default=0)
     parser.add_argument('--random_bw',type=float,default=0)
-    parser.add_argument('--deterministic_lead',action="store_true",default=True)
+    parser.add_argument('--deterministic_lead',action="store_false",default=True)
     parser.add_argument('--store_text_bounding_box',action="store_true",default=False)
     parser.add_argument('--store_config',action="store_true",default=False)