A vision encoder is a necessary component for allowing many leading LLMs to be able to work with images uploaded by users, making it possible for an LLM to identify different image subjects, ...

Gemma 3 packs an upgraded vision encoder that handles high-res and non-square images with ease. It also includes the ShieldGemma 2 image safety classifier, ...

It employs a vision transformer encoder alongside a large language model (LLM). The vision encoder converts images into tokens, which an attention-based extractor then aligns with the LLM.

At a presentation during Google I/O 2019, Google announced TensorFlow Graphics, a library for building deep neural networks for unsupervised learning tasks in computer vision.The library contains ...