diff --git a/README.md b/README.md
index fd7a1c1..ca17cee 100644
--- a/README.md
+++ b/README.md
@@ -143,27 +143,6 @@ obj = DeepFace.analyze(img_path = "img4.jpg", actions = ['age', 'gender', 'race'
Age model got ± 4.65 MAE; gender model got 97.44% accuracy, 96.29% precision and 95.05% recall as mentioned in its [tutorial](https://sefiks.com/2019/02/13/apparent-age-and-gender-prediction-in-keras/).
-**Streaming and Real Time Analysis** - [`Demo`](https://youtu.be/-c9sSJcx6wI)
-
-You can run deepface for real time videos as well. Stream function will access your webcam and apply both face recognition and facial attribute analysis. The function starts to analyze a frame if it can focus a face sequantially 5 frames. Then, it shows results 5 seconds.
-
-```python
-DeepFace.stream(db_path = "C:/User/Sefik/Desktop/database")
-```
-
-

-
-Even though face recognition is based on one-shot learning, you can use multiple face pictures of a person as well. You should rearrange your directory structure as illustrated below.
-
-```bash
-user
-├── database
-│ ├── Alice
-│ │ ├── Alice1.jpg
-│ │ ├── Alice2.jpg
-│ ├── Bob
-│ │ ├── Bob.jpg
-```
**Face Detectors** - [`Demo`](https://youtu.be/GZ2p2hj2H5k)
@@ -204,6 +183,28 @@ The performance of RetinaFace is very satisfactory even in the crowd as seen in
You can find out more about RetinaFace on this [repo](https://github.com/serengil/retinaface).
+**Real Time Analysis** - [`Demo`](https://youtu.be/-c9sSJcx6wI)
+
+You can run deepface for real time videos as well. Stream function will access your webcam and apply both face recognition and facial attribute analysis. The function starts to analyze a frame if it can focus a face sequantially 5 frames. Then, it shows results 5 seconds.
+
+```python
+DeepFace.stream(db_path = "C:/User/Sefik/Desktop/database")
+```
+
+
+
+Even though face recognition is based on one-shot learning, you can use multiple face pictures of a person as well. You should rearrange your directory structure as illustrated below.
+
+```bash
+user
+├── database
+│ ├── Alice
+│ │ ├── Alice1.jpg
+│ │ ├── Alice2.jpg
+│ ├── Bob
+│ │ ├── Bob.jpg
+```
+
**API** - [`Demo`](https://youtu.be/HeKCQ6U9XmI)
Deepface serves an API as well. You can clone [`/api/api.py`](https://github.com/serengil/deepface/tree/master/api/api.py) and pass it to python command as an argument. This will get a rest service up. In this way, you can call deepface from an external system such as mobile app or web.