Update README.md

README.md

@@ -1,41 +1,42 @@
-<h3><a href="">Image to text Using GOT OCR2.0 and easyocr</a></h3>
-
-## Install
-0. My Project is based on CPU
-1. Clone this repository and navigate to the GOT folder
-```bash
-git clone https://github.com/NI3singh/Image-to-text.git
-
-```
-2. Install Package
-```Shell
-conda create -n got_ocr python=3.10 -y
-conda activate got_ocr
-pip install -r requirements.txt .
-```
-3. Run command
-```Shell
-cd environment folder
-python gradio_app.py
-now CTRL+Click on the http://127.0.0.1:7860
-```
-4. Using Application
-```Shell
-Select the language of the input Image either HINDI or ENGLISH.
-Upload the Image.
-Enter the Keyword.
-Then Submit.
-```
-5. Deployment Process
-```Shell
-Prepare the application
-Create Huggingface Account
-Navigate to the Spaces page
-Create a New Space
-Select Gradio as the SDK
-Upload Application Files
-Specify Ports (if needed)
-Build and Launch
-Get the Public URL
-
-
+---
+title: OCR Image Upload Application
+emoji: 📷
+colorFrom: purple
+colorTo: green
+sdk: gradio
+sdk_version: "3.1.4"  # Update this to the version you're using
+app_file: gradio_app.py
+pinned: false
+---
+
+# OCR Image Upload Application
+
+This application allows users to upload images and extract text from them using Optical Character Recognition (OCR) technology. Users can choose between Hindi and English for text extraction.
+
+## Features
+
+- Upload images in various formats (JPEG, PNG, etc.).
+- Automatically detect and extract text in Hindi or English.
+- Highlight keywords in the extracted text.
+- Simple and user-friendly interface using Gradio.
+
+## Technologies Used
+
+- **Gradio**: For creating the web interface.
+- **EasyOCR**: For extracting Hindi text.
+- **GOT OCR 2.0**: For extracting English text using Hugging Face Transformers.
+- **Python**: The programming language used for development.
+
+## Prerequisites
+
+Ensure you have the following installed:
+
+- Python 3.7 or higher
+- pip (Python package installer)
+
+## Setup Instructions
+
+1. **Clone the repository**:
+   ```bash
+   git clone <repository-url>
+   cd <repository-folder>