diff --git a/README.md b/README.md
index 14a77653b8..7deab15cbe 100644
--- a/README.md
+++ b/README.md
@@ -211,9 +211,9 @@ model = models.get("model-name", pretrained_weights="pretrained-model-name")
 
 ###  Semantic Segmentation
 
-* [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Deci-AI/super-gradients/blob/master/notebooks/quickstart_segmentation.ipynb) [Segmentation Quick Start](https://bit.ly/3qKx9m8)
-* [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Deci-AI/super-gradients/blob/master/notebooks/transfer_learning_semantic_segmentation.ipynb) [Segmentation Transfer Learning](https://bit.ly/3qKx9m8)
-* [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Deci-AI/super-gradients/blob/master/notebooks/segmentation_connect_custom_dataset.ipynb) [How to Connect Custom Dataset](https://bit.ly/3qKx9m8)
+* [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Deci-AI/super-gradients/blob/master/notebooks/quickstart_segmentation.ipynb) [Segmentation Quick Start](https://colab.research.google.com/github/Deci-AI/super-gradients/blob/master/notebooks/quickstart_segmentation.ipynb))
+* [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Deci-AI/super-gradients/blob/master/notebooks/transfer_learning_semantic_segmentation.ipynb) [Segmentation Transfer Learning](https://colab.research.google.com/github/Deci-AI/super-gradients/blob/master/notebooks/transfer_learning_semantic_segmentation.ipynb)
+* [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Deci-AI/super-gradients/blob/master/notebooks/segmentation_connect_custom_dataset.ipynb) [How to Connect Custom Dataset](https://colab.research.google.com/github/Deci-AI/super-gradients/blob/master/notebooks/segmentation_connect_custom_dataset.ipynb)
 
 
 ### Pose Estimation
diff --git a/notebooks/quickstart_segmentation.ipynb b/notebooks/quickstart_segmentation.ipynb
index 13798e9e3a..cea757196f 100644
--- a/notebooks/quickstart_segmentation.ipynb
+++ b/notebooks/quickstart_segmentation.ipynb
@@ -1502,8 +1502,6 @@
     "id": "br7n55Szm4Nq"
    },
    "source": [
-    "SG is a production ready library. All the models implemented in SG can be compiled to ONNX and TensorRT. Deci also offers the [Infery](https://docs.deci.ai/docs/installing-infery) library that allows to do inference on models saved in various frameworks with the same API regardless of a framework.\n",
-    "\n",
     "Let's compile our model to ONNX."
    ]
   },
@@ -1536,7 +1534,6 @@
    ],
    "source": [
     "! pip install -qq onnx-simplifier\n",
-    "! pip install -qq infery\n",
     "! pip install -qq torch==1.12"
    ]
   },