From ba2b59c16fa9f9e78ac3fb17c1e1f2a2996aa0b9 Mon Sep 17 00:00:00 2001
From: Nikita Manovich <40690625+nmanovic@users.noreply.github.com>
Date: Sun, 15 Sep 2019 18:19:57 +0300
Subject: [PATCH] Update README.md

---
 cvat/apps/auto_annotation/README.md | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/cvat/apps/auto_annotation/README.md b/cvat/apps/auto_annotation/README.md
index 1baa97df..27466752 100644
--- a/cvat/apps/auto_annotation/README.md
+++ b/cvat/apps/auto_annotation/README.md
@@ -75,13 +75,15 @@ builtin functions like __str, int, float, max, min, range__.
      add_polyline(self, points, label, frame_number, attributes=None)
      ```
 
-### Testing Script
+### Testing script
 
-Cvat comes prepackaged with a small command line helper script to help develop interpret scripts.
+CVAT comes prepackaged with a small command line helper script to help develop interpretation scripts.
 
-It includes a small user interface which allows users to feed in images and see the results using the user interfaces provided by OpenCV.
+It includes a small user interface which allows users to feed in images and see the results using
+the user interfaces provided by OpenCV.
 
-See the script and the documentation in the [Auto Annotation directory](https://github.com/opencv/cvat/tree/develop/utils/auto_annotation) of Cvat
+See the script and the documentation in the
+[auto_annotation directory](https://github.com/opencv/cvat/tree/develop/utils/auto_annotation)
 
 ### Examples
 
@@ -172,7 +174,7 @@ for frame_results in detections:
       )
 ```
 
-### Cvat Packaged Interpret Scripts
+### Available interpretation scripts
 
-Cvat comes prepackaged with several out of the box Interpret scripts.
+CVAT comes prepackaged with several out of the box interpretation scripts.
 See them in the [open model zoo directory](https://github.com/opencv/cvat/tree/develop/utils/open_model_zoo)