salesforce-lavis · PyPI
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LAVIS is a Python deep learning library for LAnguage-and-VISion intelligence research and applications. This library aims to provide engineers and researchers with a one-stop solution to rapidly develop models for their specific multimodal scenarios, and benchmark them across standard and customized datasets.
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LAVIS aims to serve as a one-stop comprehensive library that brings recent advancements in the language-vision field accessible for researchers and practitioners, as well as …
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LAVIS provides a unified interface to extract multimodal features from each architecture. To extract features, we load the feature extractor variants of each model. The multimodal feature can be used for multimodal classification. The low-dimensional unimodal features can be used to compute cross-modal similarity.
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WhatsApp: +86 18221755073Releases · salesforce/LAVIS · GitHub
LAVIS - A One-stop Library for Language-Vision Intelligence - Releases · salesforce/LAVIS
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LAVIS inherently supports a wide variety of common language-vision datasets by providing automatic download scripts to help download and organize these datasets; and …
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LAVIS is a Python deep learning library for LAnguage-and-VISion intelligence research and applications. This library aims to provide engineers and researchers with a one-stop solution to rapidly develop models for their specific multimodal scenarios, and benchmark them across standard and customized datasets.
WhatsApp: +86 18221755073What is LAVIS? — LAVIS documentation
What is LAVIS? LAVIS is a Python deep learning library for LAnguage-and-VISion research and applications. It features a unified design to access state-of-the-art foundation …
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WhatsApp: +86 18221755073LAVIS: A Library for Language-Vision Intelligence
LAVIS aims to serve as a one-stop comprehensive library that brings recent advancements in the language-vision field accessible for researchers and practitioners, as well as …
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TL;DR: LAVIS (short for LAnguage-VISion) is an open-source deep learning library for language-vision research and applications, offering comprehensive support for a wide range of tasks, datasets, and state-of-the-art models.Featuring a unified interface and modular design, it's easy to use off-the-shelf and to extend with new capabilities. With its …
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We introduce LAVIS, an open-source deep learning library for LAnguage-VISion research and applications. LAVIS aims to serve as a one-stop comprehensive library that brings recent advancements in the language-vision field accessible for researchers and practitioners, as well as fertilizing future research and development. It features a unified …
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