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README.md

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+
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 title: Manga Proj
 emoji: 📈
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+# Manga Proj
+
+This Streamlit app processes manga images by translating text within speech bubbles using a YOLO model for text detection and Tesseract OCR for text recognition.
+
+## Setup
+
+To ensure the app runs correctly, follow these setup instructions:
+
+1. **Install Dependencies**:
+   - The app requires several Python packages listed in `requirements.txt`.
+   - Additionally, Tesseract OCR needs to be installed on the system.
+
+2. **Run Setup Script**:
+   - Execute the `setup.sh` script to install Tesseract OCR:
+
+     ```bash
+     bash setup.sh
+     ```
+
+## Usage
+
+1. **Upload Files**:
+   - Upload a manga image, a CSV file containing translations, and a font file.
+
+2. **Run the Pipeline**:
+   - Click the "Run Full Pipeline" button to process the image.
+   - The app will display the processed image with translated text.
+
+## Features
+
+- **Text Detection**: Uses a YOLO model to detect text regions in the image.
+- **Text Recognition**: Utilizes Tesseract OCR to recognize and extract text.
+- **Translation**: Matches extracted text with translations provided in a CSV file.
+- **Image Processing**: Cleans text regions and renders translated text back onto the image.
+
+## Dependencies
+
+- Streamlit
+- Ultralytics (YOLO)
+- Keras OCR
+- Sentence Transformers
+- Scikit-learn
+- Pillow
+- OpenCV
+- Pytesseract
+
+## Acknowledgments
+
+- Thanks to the open-source community for providing the tools and libraries used in this project.
+
+
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference