How does Bangla Image Translator work?
- Optical Character Recognition (OCR). OCR technology analyzes the characters in an image and converts them into machine-readable text, making it suitable for processing and translation.
- Machine Learning Algorithms. These algorithms improve accuracy by learning from various text samples, ensuring better recognition of Bangla characters and words over time.
- Image Preprocessing Techniques. This method enhances image quality by adjusting brightness, contrast, and sharpness, which helps in better character recognition during the OCR process.
- Language Processing Integration. The system integrates natural language processing to ensure that the recognized text is contextualized and accurately translated into the desired language.