A reproduction of the Deepseek-OCR model based on the VILA codebase. DeepOCR explores context optical compression through vision-text token compression, achieving competitive OCR performance with ...

Abstract: Optical character recognition (OCR) in industrial environments often struggles with degraded text, such as handwriting or text obscured by complex backgrounds. Traditional methods address ...

Abstract: Farmers in rural areas often struggle to access crucial agricultural information due to language barriers, low literacy rates, and limited exposure to digital tools. While many can write in ...

dots.ocr is a powerful, multilingual document parser that unifies layout detection and content recognition within a single vision-language model while maintaining good reading order. Despite its ...