diff --git a/hpvm/projects/keras/README.md b/hpvm/projects/keras/README.md
index 4f85276b6f39a22f43e9e9f790232854f49d0e46..4d4ea4c1c86be67eab807b1762a46bb9d1c10f3f 100644
--- a/hpvm/projects/keras/README.md
+++ b/hpvm/projects/keras/README.md
@@ -2,6 +2,21 @@
 
 ## Installing Dependencies
 
+### Updating pip
+The pip version required in this subproject must be >= `19.3`.
+
+To upgrade pip:
+
+```
+pip install --upgrade pip
+```
+
+To check installed pip version:
+
+```
+pip -V
+```
+
 ### Importing Conda Environment:
 
 ```
@@ -44,7 +59,7 @@ List of benchmarks and the expected accuracies:
 
 Activate conda environment (above) before running benchmarks 
 
-### Synopsys
+### Synopsis
 
 ```
 python src/${BENCH_NAME}.py  [hpvm_reload|keras_reload]  [frontend|keras_dump]