SinicaGroup/Class-agnostic-Few-shot-Object-Counting
pytorch implementation of a WACV 2021 Paper "Class-agnostic Few-shot-Object-Counting"
This project helps researchers and computer vision practitioners accurately count specific objects within images, even if those objects are rare or new. You provide a few example images of the objects you want to count, and it outputs the total count of those objects in a new, larger image. It's ideal for those working with visual data who need precise object enumeration without extensive training data.
118 stars. No commits in the last 6 months.
Use this if you need to count specific objects in images, especially if you only have a handful of example images for the objects of interest and don't want to collect a large dataset.
Not ideal if you need to detect and localize objects rather than just count them, or if you already have a large, labeled dataset for your specific object counting task.
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118
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12
Language
Python
License
MIT
Category
Last pushed
Sep 22, 2022
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