diff --git a/README.md b/README.md
index f931a88..35eb090 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,7 @@
+# Right now writing detailed YOLO v3 tutorials for TensorFlow 2.x<br>
+Detection and custom training process works better, is more accurate and has more planned features to do:<br>
+https://github.com/pythonlessons/TensorFlow-2.x-YOLOv3
+
 # YOLOv3-object-detection-tutorial
 
 More information:<br>
@@ -9,3 +13,9 @@ How to use YOLO v3 with webcam:<br>
 https://pylessons.com/YOLOv3-WebCam/<br>
 <br>
 In future will update readme file
+
+<b>Requirements:</b><br>
+TensorFlow 1.15<br>
+Keras 2.2.4<br>
+Numpy (all versions should work)<br>
+opencv-python (all versions should work)<br>
diff --git a/YOLOv3-CSGO-detection/image_detect.py b/YOLOv3-CSGO-detection/image_detect.py
index a809082..f3f9db9 100644
--- a/YOLOv3-CSGO-detection/image_detect.py
+++ b/YOLOv3-CSGO-detection/image_detect.py
@@ -277,6 +277,8 @@ def CreateXMLfile(image, ObjectsList):
     if len(ObjectsList) > 0:
         CreateXMLfile(cv2.imread(image), ObjectsList)
     cv2.imshow(image, r_image)
+    if cv2.waitKey(25) & 0xFF == ord("q"):
+        cv2.destroyAllWindows()
     cv2.imwrite('home_detection.jpg', r_image)
 
     yolo.close_session()
diff --git a/YOLOv3-custom-training/image_detect.py b/YOLOv3-custom-training/image_detect.py
index 621932c..b0dfd16 100644
--- a/YOLOv3-custom-training/image_detect.py
+++ b/YOLOv3-custom-training/image_detect.py
@@ -14,8 +14,7 @@
 
 class YOLO(object):
     _defaults = {
-        #"model_path": 'logs/trained_weights_final.h5',
-        "model_path": 'logs/000/trained_weights_final.h5',
+        "model_path": 'logs/trained_weights_final.h5',
         "anchors_path": 'model_data/yolo_anchors.txt',
         "classes_path": '4_CLASS_test_classes.txt',
         "score" : 0.3,
@@ -165,5 +164,6 @@ def detect_img(self, image):
     r_image, ObjectsList = yolo.detect_img(image)
     #print(ObjectsList)
     cv2.imshow(image, r_image)
-
+    if cv2.waitKey(25) & 0xFF == ord("q"):
+        cv2.destroyAllWindows()
     yolo.close_session()
diff --git a/YOLOv3-custom-training/realtime_detect.py b/YOLOv3-custom-training/realtime_detect.py
index 38df5f9..7d036fc 100644
--- a/YOLOv3-custom-training/realtime_detect.py
+++ b/YOLOv3-custom-training/realtime_detect.py
@@ -197,6 +197,9 @@ def SHOWMSS_screen(p_output):
         r_image, ObjectsList = yolo.detect_image(img)
 
         cv2.imshow("YOLO v3", r_image)
+        if cv2.waitKey(25) & 0xFF == ord("q"):
+            cv2.destroyAllWindows()
+            return
         fps+=1
         TIME = time.time() - start_time
         if (TIME) >= display_time :