Training-free Object Counting
2개 벤치마크 · 논문 3편 · 이 태스크의 논문 보기 →
Benchmarks
FSC147
결과 2개
Omnicount-191
결과 1개
Most implemented
Training-free Object Counting with Prompts
2023-06-30 · 구현 1개
Papers
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…
ManagementObjectObject CountingTraining-free Object CountingOmniCount: 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, …
ObjectObject CountingOpen-vocabulary object countingTraining-free Object Counting+1Training-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…
ObjectObject CountingSegmentationTraining-free Object Counting+1