diff --git a/CITATION.cff b/CITATION.cff
index 093d8807..51200e67 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -2,7 +2,7 @@ cff-version: 1.2.0
 author: Roboflow
 message: If you use this software, please cite it as below.
 title: supervision
-version: 0.10.0
+version: 0.11.0
 date-released: 2023-01-19
 license: MIT
 repository-code: https://github.com/roboflow/supervision
diff --git a/README.md b/README.md
index dd044c69..04ea6c28 100644
--- a/README.md
+++ b/README.md
@@ -164,6 +164,28 @@ pip install -e ".[dev]"
     (700, 150, 150)
     ```
   
+- Merge multiple datasets together
+
+    ```python
+    >>> ds_1 = sv.DetectionDataset(...)
+    >>> len(ds_1)
+    100
+    >>> ds_1.classes
+    ['dog', 'person']
+  
+    >>> ds_2 = sv.DetectionDataset(...)
+    >>> len(ds_2)
+    200
+    >>> ds_2.classes
+    ['cat']
+  
+    >>> ds_merged = sv.DetectionDataset.merge([ds_1, ds_2])
+    >>> len(ds_merged)
+    300
+    >>> ds_merged.classes
+    ['cat', 'dog', 'person']
+    ```
+  
 - Save object detection / instance segmentation datasets in one of supported formats
   
     ```python
@@ -184,7 +206,7 @@ pip install -e ".[dev]"
     ... )
     ```
   
-- Convert labels between suppoted formats
+- Convert labels between supported formats
   
     ```python
     >>> sv.DetectionDataset.from_yolo(
diff --git a/docs/changelog.md b/docs/changelog.md
index 1224fbc3..03b55b89 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -1,3 +1,47 @@
+### 0.10.0 <small>June 28, 2023</small>
+
+- Added [[#150](https://github.com/roboflow/supervision/pull/150)]: ability to load and save [`sv.DetectionDataset`](https://roboflow.github.io/supervision/dataset/core/#detectiondataset) in COCO format using [`as_coco`](https://roboflow.github.io/supervision/dataset/core/#supervision.dataset.core.DetectionDataset.as_coco) and [`from_coco`](https://roboflow.github.io/supervision/dataset/core/#supervision.dataset.core.DetectionDataset.from_coco) methods. 
+
+```python
+>>> import supervision as sv
+
+>>> ds = sv.DetectionDataset.from_coco(
+...     images_directory_path='...',
+...     annotations_path='...'
+... )
+
+>>> ds.as_coco(
+...     images_directory_path='...',
+...     annotations_path='...'
+... )
+```
+
+- Added [[#158](https://github.com/roboflow/supervision/pull/158)]: ability to marge multiple [`sv.DetectionDataset`](https://roboflow.github.io/supervision/dataset/core/#detectiondataset) together using [`merge`](https://roboflow.github.io/supervision/dataset/core/#supervision.dataset.core.DetectionDataset.merge) method. 
+
+```python
+>>> import supervision as sv
+
+>>> ds_1 = sv.DetectionDataset(...)
+>>> len(ds_1)
+100
+>>> ds_1.classes
+['dog', 'person']
+
+>>> ds_2 = sv.DetectionDataset(...)
+>>> len(ds_2)
+200
+>>> ds_2.classes
+['cat']
+
+>>> ds_merged = sv.DetectionDataset.merge([ds_1, ds_2])
+>>> len(ds_merged)
+300
+>>> ds_merged.classes
+['cat', 'dog', 'person']
+```
+
+- Fix [[#157](https://github.com/roboflow/supervision/pull/157)]: incorrect loading of YOLO dataset class names from `data.yaml`.
+
 ### 0.10.0 <small>June 14, 2023</small>
 
 - Added [[#125](https://github.com/roboflow/supervision/pull/125)]: ability to load and save [`sv.ClassificationDataset`](https://roboflow.github.io/supervision/dataset/core/#classificationdataset) in a folder structure format.
diff --git a/supervision/__init__.py b/supervision/__init__.py
index 3fafef8c..9756d474 100644
--- a/supervision/__init__.py
+++ b/supervision/__init__.py
@@ -1,4 +1,4 @@
-__version__ = "0.10.0"
+__version__ = "0.11.0"
 
 from supervision.classification.core import Classifications
 from supervision.dataset.core import (