From 6a735daa606aa50e172c8cd6d82f18d94e8e9ea8 Mon Sep 17 00:00:00 2001
From: vahidrezanezhad <vahid631983@gmail.com>
Date: Sun, 31 Aug 2025 23:30:54 +0200
Subject: [PATCH] Update README.md

---
 README.md | 23 +++++++++++++++++++++--
 1 file changed, 21 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 8a2c4a4..1adc3d7 100644
--- a/README.md
+++ b/README.md
@@ -118,10 +118,29 @@ eynollah binarization \
 ```
 
 ### OCR
-Under development
+The OCR module performs text recognition from images using two main families of pretrained models: CNN-RNN–based OCR and Transformer-based OCR.
+
+The command-line interface for ocr can be called like this:
+
+```sh
+eynollah ocr \
+  -m <path to directory containing model files> | --model_name <path to specific model> \
+  -i <single image file> | -di <directory containing image files> \
+  -dx <directory of xmls> \
+  -o <output directory> 
+```
 
 ### Machine-based-reading-order
-Under development
+The machine-based reading-order module employs a pretrained model to identify the reading order from layouts represented in PAGE-XML files.
+
+The command-line interface for machine based reading order can be called like this:
+
+```sh
+eynollah machine-based-reading-order \
+  -m <path to directory containing model files> \
+  -xml <xml file name> | -dx <directory containing xml files> \
+  -o <output directory> 
+```
 
 #### Use as OCR-D processor
 Eynollah ships with a CLI interface to be used as [OCR-D](https://ocr-d.de) [processor](https://ocr-d.de/en/spec/cli),