hanjungsoo / cvpr-2021-paper-statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2021 accepted papers for the main Computer Vision conference (CVPR)

CVPR-2021 Paper-Statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2021 accepted papers for the main Computer Vision conference (CVPR 2021)

Inspired by CVPR-2020-Paper-Statistics

CVPR 2021 Acceptance rate (2017~2021)

• The total number of papers is increasing every year and this year has increased significantly!
• The acceptance rate decreased from 25% to 22%.

CVPR 2021 Paper Keywords statistics

• Most of the top keywords were maintained
  • Image, detection, 3d, object, video, segmentation, etc.
• unsupervised, self-supervised, semi-supervised are about x1.5 as frequent
  • unsupervised : 52 -> 77
  • self-supervised: 33 -> 50
  • semi-supervised: 25 -> 35

Analysis and Visualization Code (Jupyter Notebook)

• The above data can be obtained from a simple jupyter notebook script.
  • CVPR_paper_statistics_using_chrome.ipynb --> Use website data format

Prerequisites

• python3.5
• selenium
• wordcloud
• matplotlib

or

i highly recommend to use google colab

Just download jupyter notebook and move to your google drive and Open with Colaboratory