Tracyummy / Awesome-few-shot-counting

Class agnostic counting

Few-shot Counting

Paper list of Few Shot Counting

Arxiv

• GCNet: Probing Self-Similarity Learning for Generalized Counting Network

• Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision

• Exemplar Free Class Agnostic Counting

• LaoNet: You Only Need to Look at One. [PDF]

• SAFECount: Few-shot Object Counting with Similarity-Aware Feature Enhancement. [PDF]

2022

• 【ECCV】Few-shot Object Counting and Detection. [PDF] [Code]

• 【BMCV】CounTR: Transformer-based Generalised Visual Counting

• 【CVPR】BMNet: Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting. [PDF] [code]

• 【CVPRW】Vicinal Counting Networks. [PDF]

2021

• 【WACV】CFOCNet: Class-agnostic few-shot object counting. [PDF] [code]

• 【CVPR】FamNet: Learning To Count Everything. [PDF]

2019

• 【TIP】Divide and Count: Generic Object Counting by Image Divisions. [PDF]

2018

• 【ACCV】GMN: Class-Agnostic Counting. [PDF] [Code]