Papers Training-free Object Counting

“Training-free Object Counting” 태그가 달린 논문 3편 · 필터 해제

TFCounter:Polishing Gems for Training-Free Object Counting

2024-03-12 · Pan Ting, Jianfeng Lin, Wenhao Yu, Wenlong Zhang 외

Object counting is a challenging task with broad application prospects in security surveillance, traffic management, and disease diagnosis. Existing object counting methods face a tri-fold challenge: achieving superior p…

Management Object Object Counting Training-free Object Counting

OmniCount: Multi-label Object Counting with Semantic-Geometric Priors

2024-03-08 · Anindya Mondal, Sauradip Nag, Xiatian Zhu, Anjan Dutta

Object counting is pivotal for understanding the composition of scenes. Previously, this task was dominated by class-specific methods, which have gradually evolved into more adaptable class-agnostic strategies. However, …

Object Object Counting Open-vocabulary object counting Training-free Object Counting+1

Training-free Object Counting with Prompts

2023-06-30 · Zenglin Shi, Ying Sun, Mengmi Zhang

This paper tackles the problem of object counting in images. Existing approaches rely on extensive training data with point annotations for each object, making data collection labor-intensive and time-consuming. To overc…

Object Object Counting Segmentation Training-free Object Counting+1