Google has introduced a new technique that addresses the bottleneck in Visual-Language Model (#VLM) development due to the need for high-quality human-labelled image-caption datasets. The paper proposes combining #LLM and image generation models to pretrain text-to-image models with LLM-generated captions. This pretraining enables the generation of synthetic image-text pairs for efficient VLM training. The results show that the VLM trained with synthetic data exhibits comparable image captioning performance and outperforms the baseline by 17% through synthetic dataset augmentation. Link to paper👉https://lnkd.in/gyDsGsap
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FOMO & Peer Pressure made me join my college music band as a chorus. It was called - BUZZERS 🐝 I was not-so-good at singing. Though I came 2nd in class 3 in Singing 😂 We were a group of 10 odd friends and few of them were into music. I was on the brink should I or shouldn’t I. But then decided to jump in. A couple didn’t and one became our manager 🤣. And the best thing, we even visited a college to perform on stage apart from our own college. Was it a good decision? I don’t know and I don’t care. 🤷♂️ Those are the days when you need to enjoy and try hands on anything and everything that you can. College is the best time of your life!