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cvpr2022-paper-statistics's Introduction

CVPR2022-Paper-Statistics

Statistics and Visualization of main keyword of accepted papers for The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2022)

Inspired by CVPR-2021-Paper-Statistics

Wordcloud

output

Acceptance

Year Submissions Acceptance Acceptance rate
2011 1677 438 26.10%
2012 1933 466 24.10%
2013 1798 472 26.20%
2014 1807 540 29.90%
2015 2123 602 28.40%
2016 2145 643 29.90%
2017 2680 783 29.20%
2018 3359 979 29.10%
2019 5160 1294 25.07%
2020 6656 1468 22.13%
2021 7015 1663 23.71%
2022 8161 2067 25.32%

acceptance

Keyworks

wordcloud

  • Most of the top keywords were maintained
    • Image, Object, Detection, 3D, Video, Segmentation
  • Transfomer are about $5\times$ as frequent, thanks for ViT
    • transfomer: $35$ -> $177$ 😉

wordcloud

Code Uasge

# 1. install packages
pip install matplotlib scipy pillow wordcloud nltk numpy
# 2. run script
python cvpr22.py --list misc/CVPR2022-papers.list

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