Flamingo

Flamingo is an effective and efficient general-purpose family of models that can be applied to image and video understanding tasks with minimal task-specific examples. Models like Flamingo hold great promise to benefit society in practical ways and we’re continuing to improve their flexibility and capabilities so they can be safely deployed for everyone’s benefit. Flamingo’s abilities pave the way towards rich interactions with learned visual language models that can enable better interpretability and exciting new applications, like a visual assistant which helps people in everyday life – and we’re delighted by the results so far.

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https://www.deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model