hoya012/CVPR-2020-Paper-Statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2020 accepted papers for the main Computer Vision conference (CVPR)

CVPR-2020 Paper-Statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2020 accepted papers for the main Computer Vision conference (CVPR 2020)

Inspired by CVPR-2019-Paper-Statistics

CVPR 2020 Acceptance rate (2016~2020)

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

CVPR 2020 Paper Keywords statistics

• Most of the top keywords were maintained
  • Image, detection, 3d, object, video, segmentation, adversarial, recognition, visual …
• search, self-supervised, semi-supervised are about twice as frequent
  • search : 18 -> 39
  • self-supervised: 12 -> 33
  • semi-supervised: 12 -> 25

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