Update README.md

Author: MMathisLab

README.md

@@ -67,10 +67,10 @@ F1-score is computed from the Intersection over Union (IoU) with ground truth la
 **New version: v0.2.2**
 
 - v0.2.2:
-  - Updated Colab notebooks for training and inference!
-    - New models available in inference demo notebook
-    - CRF optional post-processing adjustments
-- v0.2.2:
+  - Updated the Colab Notebooks for training and inference
+  - New models available in the inference demo notebook
+  - CRF optional post-processing adjustments (and pip install directly)
+- v0.2.1:
   - Updated plugin default behaviors across the board to be more readily applicable to demo data
   - Threshold value in inference is now automatically set by default according to performance on demo data on a per-model basis
   - Added a grid search utility to find best thresholds for supervised models