altndrr/vic
Code implementation of our NeurIPS 2023 paper: Vocabulary-free Image Classification
This project helps anyone working with images by providing a way to classify them using descriptions, without needing a pre-set list of categories. You input an image, and it outputs a highly relevant descriptive label, even for nuanced or new concepts. It's designed for professionals who need flexible, descriptive image tagging.
107 stars. No commits in the last 6 months.
Use this if you need to classify images into categories that are unknown or evolve rapidly, or if you require highly specific and descriptive labels beyond a fixed vocabulary.
Not ideal if you already have a well-defined and unchanging list of image categories for classification, as it adds unnecessary complexity for that scenario.
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107
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3
Language
Python
License
MIT
Category
Last pushed
Feb 02, 2024
Commits (30d)
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