Uploaded Image will appear here
Only supports PNG, JPG, and JPEG formats
Max Size: 5MB
Result Image will appear here
Only supports PNG, JPG, and JPEG formats
Max Size: 5MB
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Automated OCR & Image Translation
This project leverages advanced OCR (Optical Character Recognition) and AI-powered translation to extract, process, and translate text from images (PNG, JPG, etc).
Users can upload an image, see detected text, and instantly get a translated version, all in an intuitive, interactive interface.
Main Features:
- Multi-format Image Support: Upload images (PNG, JPG,...) and extract text seamlessly.
- Fast OCR Engine: Accurate text detection using Python librarie paddleocr.
- Language Detection & Translation: Automatic detection of source language and instant translation to your target language.
- Interactive Preview & Zoom: Visualize detected boxes, click to zoom on details, and compare original vs translated text areas.
- Real-time Processing: Feedback on status (loading, processing, error) and instant display of results.
Technologies Used:
- FastAPI Fast Python backend for processing.
- Pillow & OpenCV: Image processing, box detection, and rendering overlays for OCR results.
- AI Translation Models: Integration with model DeepL for high-quality translation.
- PaddleOCR: Powerful OCR tool for text extraction and coordonates from images.
- LangDetect: Language detection library for identifying source language.
NOTE: Support only English, French, Spanish, Italian, Portuguese and Romanian languages.
This project demonstrates full-stack skills: Python backend, AI integration, and modern, responsive frontend design for a seamless OCR experience.
Whether for document archiving, research, or accessibility, this app provides a powerful, user-friendly solution.
See the OCR Agent in Action
Watch how our intelligent agent extracts text from images and translates it instantly, with interactive preview and zoom features.
OCR Demo