diff --git a/README.md b/README.md
index 7a92d83..1767d4a 100644
--- a/README.md
+++ b/README.md
@@ -1,11 +1,14 @@
 # csv2ankicards
 
-A simple tool to convert CSV files into Anki deck packages (.apkg files).
+A simple toolkit that offers:
+- Conversion of CSV files into Anki deck packages (.apkg files).
+- Conversion of image files in a directory to a text file using Optical Character Recognition (OCR).
 
 ## Features
 
 - Converts a CSV file with questions and answers into an Anki deck package.
-- There are only two columns in the CSV file, separated by the first comma encountered.
+- Converts image files from a specified directory to a single text file using OCR.
+- For CSV: there are only two columns in the CSV file, separated by the first comma encountered.
 - CSV files should have a "Front" column for questions and a "Back" column for answers.
 
 ## Installation
@@ -29,6 +32,8 @@ A simple tool to convert CSV files into Anki deck packages (.apkg files).
 
 ## Usage
 
+### CSV to Anki Conversion
+
 To convert a CSV file into an Anki deck package:
 
 ```bash
@@ -37,23 +42,37 @@ python csv2ankicards.py /path/to/your/csvfile.csv output.apkg
 
 This will produce an `output.apkg` file which can then be imported into Anki.
 
-### CSV Format
+#### CSV Format
 
 The CSV file should follow this format:
 
 ```
 Front,Back
-Your question here,Your answer here, and here
+Your question here,Your answer here
 Another question,list of: answer1, answer2, answer3
 ...
 ```
 
 **Note:** If your answers contain commas, they will be considered as part of the answer. Only the first comma is used to separate the question from the answer.
 
+### Image to Text Conversion
+
+To convert images from a directory to a single text file using OCR:
+
+```bash
+python images2text.py /path/to/your/image_directory/
+```
+
+This will produce a `final.txt` file which contains the text extracted from the images.
+
+#### Supported Image Formats
+
+Currently supported formats for the images are: `.png`, `.jpg`, and `.jpeg`.
+
 ## License
 
 [MIT License](LICENSE)
 
 ## Contributing
 
-Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
+Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
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