How does Bengali Image Translator work?
- Optical Character Recognition (OCR). OCR technology scans images to detect and interpret text characters, converting them into editable text data.
- Neural Networks. Deep learning neural networks are used to improve the accuracy of text recognition by learning patterns and features from training data.
- Preprocessing Techniques. Prior to recognition, image preprocessing techniques like noise reduction and contrast adjustment are applied to enhance text clarity.
- Language Modeling. Language models are utilized post-recognition to ensure the translated text aligns with grammatical and contextual rules of Bengali.
