Update README.md

Author: RaivoKoot

EpicKitchens100/README.md

@@ -1,15 +1,15 @@
-# Using EPIC-KITCHENS-100
-This directory contains pre-made annotation files to use the [EPIC-KITCHENS-100](https://epic-kitchens.github.io/2021) dataset with this 
-repository's VideoFrameDataset dataloader. The two `.txt` files in this directory are the training and validation annotation files that you can use for EPIC-KITCHENS-100 with VideoFrameDataset. That's it! Reading `(1) Dataset Overview` below can also help you understand the EPIC-KITCHENS-100 files.
+# Using Epic Kitchens 100
+This directory contains pre-made annotation files to use the [Epic Kitchens 100](https://epic-kitchens.github.io/2021) dataset with this 
+repository's VideoFrameDataset dataloader. The two `.txt` files in this directory are the training and validation annotation files that you can use for EPIC-Epic Kitchens 100 with VideoFrameDataset. That's it! Reading `(1) Dataset Overview` below can also help you understand the Epic Kitchens 100 files.
 
 If you need/want to recreate these processed annotation files yourself, read the rest of this README below.
 
 ### 1. Dataset Overview
-When you download the EPIC-KITCHENS-100 dataset, it comes in the following format:
+When you download the Epic Kitchens 100 dataset, it comes in the following format:
 - A folder containing jpeg RGB frames for each video
 - A `.csv` file for the training annotations and the validation annotations
 
-To use VideoFrameDataset with EPIC-KITCHENS-100, we need to
+To use VideoFrameDataset with Epic Kitchens 100, we need to
 1. Turn the `.csv` file into an `annotations.txt` file, as described in the main README of this repository.
 
 ### 2. Processing
@@ -20,6 +20,6 @@ annotations.
 
 ### 3. Done
 That's it! You now have all you need to use VideoFrameDataset and start training
-on EPIC-KITCHENS-100:
+on Epic Kitchens 100:
 - two annotation text files
 - a folder called `RGB` that contains the frames of all videos