AIBullisharXiv – CS AI · 10h ago6/10
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VisionFoundry: Teaching VLMs Visual Perception with Synthetic Images
Researchers introduce VisionFoundry, a synthetic data generation pipeline that uses LLMs and text-to-image models to create targeted training data for vision-language models. The approach addresses VLMs' weakness in visual perception tasks and demonstrates 7-10% improvements on benchmark tests without requiring human annotation or reference images.