fix typos

model_zoo/DROID-MVP/readme.md

@@ -1,6 +1,6 @@
 # DROID-MVP Inference Example
 
-This is a simple example script demonstrated how to load and run the DROID-MVP model. Model training and inference was performed using the code provided in the ML4H [model zoo](https://github.com/broadinstitute/ml4h/tree/master/model_zoo/DROID). The example below was adapted from the DROID inference code.
+This is a simple example script demonstrating how to load and run the DROID-MVP model. Model training and inference was performed using the code provided in the ML4H [model zoo](https://github.com/broadinstitute/ml4h/tree/master/model_zoo/DROID). The example below was adapted from the DROID inference code.
 
 1. Download DROID docker image. Note: docker image is not compatible with Apple Silicon.
 
@@ -33,4 +33,4 @@ Model outputs for DROID-MVP take the form:
 ]
 ```
 
-Note that the model was optimized for predicting binary MVP status (the primary task) and that detailed MVP status was used as an auxiliary task to improve performance on the primary classification task.
+Note that the model was optimized for predicting binary MVP status (the primary task) and that detailed MVP status was used as an auxiliary task to improve performance on the primary classification task.

model_zoo/DROID-RV/readme.md

@@ -1,6 +1,6 @@
 # DROID-RV Inference Example
 
-This is a simple example script demonstrated how to load and run the DROID-RV and DROID-RVEF models. Model training and inference was performed using the code provided in the ML4H [model zoo](https://github.com/broadinstitute/ml4h/tree/master/model_zoo/DROID). The example below was adapted from the DROID inference code.
+This is a simple example script demonstrating how to load and run the DROID-RV and DROID-RVEF models. Model training and inference was performed using the code provided in the ML4H [model zoo](https://github.com/broadinstitute/ml4h/tree/master/model_zoo/DROID). The example below was adapted from the DROID inference code.
 
 1. Download DROID docker image. Note: docker image is not compatible with Apple Silicon.
 
@@ -42,4 +42,4 @@ Model outputs for DROID-RVEF take the form:
     [["RVEF", "RV End-Diastolic Volume, "RV End-Systolic Volume", "Age"]],
     [["Female", "Male"]]
 ]
-```
+```