jianzongwu/Awesome-Open-Vocabulary
A TPAMI 2024 survey paper compiling research on open vocabulary learning methods in computer vision and deep learning.
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This repository hosts a comprehensive survey titled ‘Towards Open Vocabulary Learning’ published in IEEE T-PAMI 2024. It catalogs and organizes research on methods that enable visual recognition models to detect, segment, and classify arbitrary concepts beyond a predefined vocabulary, typically leveraging vision-language pretrained models. The awesome list serves as a reference collection for the computer vision and multimodal AI research community.
Frequently asked
- What is jianzongwu/Awesome-Open-Vocabulary?
- A TPAMI 2024 survey paper compiling research on open vocabulary learning methods in computer vision and deep learning.
- Is Awesome-Open-Vocabulary open source?
- Yes — jianzongwu/Awesome-Open-Vocabulary is an open-source project tracked on heatdrop.
- How popular is Awesome-Open-Vocabulary?
- jianzongwu/Awesome-Open-Vocabulary has 998 stars on GitHub.
- Where can I find Awesome-Open-Vocabulary?
- jianzongwu/Awesome-Open-Vocabulary is on GitHub at https://github.com/jianzongwu/Awesome-Open-Vocabulary.