AIBullisharXiv – CS AI · 7h ago6/10
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A Lightweight Context-Driven Training-Free Network for Scene Text Segmentation and Recognition
Researchers propose a training-free, lightweight framework for scene text recognition that leverages pre-trained models and context-driven understanding to achieve state-of-the-art performance with significantly reduced computational requirements. The approach uses attention-based segmentation and semantic evaluation to enable faster inference suitable for real-time deployment scenarios.