update readme

README.md

@@ -20,7 +20,7 @@ Prerequisites
 - Install necessary packages using `pip install -r requirements.txt`.
 - Face detection [pre-trained model](https://www.adrianbulat.com/downloads/python-fan/s3fd-619a316812.pth) should be downloaded to `face_detection/detection/sfd/s3fd.pth`. Alternative [link](https://iiitaphyd-my.sharepoint.com/:u:/g/personal/prajwal_k_research_iiit_ac_in/EZsy6qWuivtDnANIG73iHjIBjMSoojcIV0NULXV-yiuiIg?e=qTasa8) if the above does not work.
 
-Preparing the CREMA-D dataset for training
+Preparing CREMA-D for training
 ----------
 
 #### Download data
@@ -31,7 +31,7 @@ Download the data from this [repo](https://github.com/CheyneyComputerScience/CRE
 python convertFPS.py -i <raw_video_folder> -o <folder_to_save_25fps_videos>
 ```
 
-#### Preprocess the dataset
+#### Preprocess dataset
 ```bash
 python preprocess_crema-d.py --data_root <folder_of_25fps_videos> --preprocessed_root preprocessed_dataset/
 ```