diff --git a/notebooks/README.md b/notebooks/README.md
index def0b1eeca2..89a00a6340e 100644
--- a/notebooks/README.md
+++ b/notebooks/README.md
@@ -79,6 +79,7 @@ More amazing notebooks here! Please take a look of the complete list.
 | [201-vision-monodepth](201-vision-monodepth/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F201-vision-monodepth%2F201-vision-monodepth.ipynb) | Monocular depth estimation with images and video | <img src="https://user-images.githubusercontent.com/15709723/127752390-f6aa371f-31b5-4846-84b9-18dd4f662406.gif" width=250> |
 | [202-vision-superresolution-image](202-vision-superresolution/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F202-vision-superresolution%2F202-vision-superresolution-image.ipynb) | Upscale raw images with a super resolution model | <img src="202-vision-superresolution/data/tower.jpg" width="70">→<img src="202-vision-superresolution/data/tower.jpg" width="130"> |
 | [202-vision-superresolution-video](202-vision-superresolution/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F202-vision-superresolution%2F202-vision-superresolution-video.ipynb) | Turn 360p into 1080p video using a super resolution model | <img src="https://user-images.githubusercontent.com/15709723/127269258-a8e2c03e-731e-4317-b5b2-ed2ee767ff5e.gif" width=80>→<img src="https://user-images.githubusercontent.com/15709723/127269258-a8e2c03e-731e-4317-b5b2-ed2ee767ff5e.gif" width="125"> |
+| [204-vision-facies-segmentation](204-vision-facies-segmentation/)<br> | Facies segmentation and 3d visualization | <img src="204-vision-facies-segmentation/demo.png" width=80> |
 | [205-vision-background-removal](205-vision-background-removal/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F205-vision-background-removal%2F205-vision-background-removal.ipynb) | Remove and replace the background in an image using salient object detection | <img src="https://user-images.githubusercontent.com/15709723/125184237-f4b6cd00-e1d0-11eb-8e3b-d92c9a728372.png" width=455> |
 | [206-vision-paddlegan-anime](206-vision-paddlegan-anime/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F206-vision-paddlegan-anime%2F206-vision-paddlegan-anime.ipynb) | Turn an image into anime using a GAN | <img src="https://user-images.githubusercontent.com/15709723/127788059-1f069ae1-8705-4972-b50e-6314a6f36632.jpeg" width=100>→<img src="https://user-images.githubusercontent.com/15709723/125184441-b4584e80-e1d2-11eb-8964-d8131cd97409.png" width=100> |
 | [207-vision-paddlegan-superresolution](207-vision-paddlegan-superresolution/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F207-vision-paddlegan-superresolution%2F207-vision-paddlegan-superresolution.ipynb) | Upscale small images with superresolution using a PaddleGAN model| |
@@ -137,5 +138,3 @@ You will have a lot of fun with this section:
 | [Vision-monodepth](201-vision-monodepth/) | [CT-scan-live-inference](210-ct-scan-live-inference/) | [Object-detection-webcam](401-object-detection-webcam/) | [Pose-estimation-webcam](402-pose-estimation-webcam/) | [Action-recognition-webcam](403-action-recognition-webcam/) | 
 | -------------------------------------------------------------------------------- | --------------------------------------------------------------------------- | ------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------- | 
 | <img src="https://user-images.githubusercontent.com/15709723/127752390-f6aa371f-31b5-4846-84b9-18dd4f662406.gif" width=250> | <img src="https://user-images.githubusercontent.com/15709723/134784204-cf8f7800-b84c-47f5-a1d8-25a9afab88f8.gif" width=225> | <img src="https://user-images.githubusercontent.com/4547501/141471665-82b28c86-cf64-4bfe-98b3-c314658f2d96.gif" width=225> | <img src="https://user-images.githubusercontent.com/4547501/138267961-41d754e7-59db-49f6-b700-63c3a636fad7.gif" width=225>  | <img src="https://user-images.githubusercontent.com/10940214/151552326-642d6e49-f5a0-4fc1-bf14-ae3f457e1fec.gif" width=225> | 
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