hoya012 / CVPR-2023-Paper-Statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2023 accepted papers for the main Computer Vision conference (CVPR)

CVPR-2023-Paper-Statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2022 accepted papers for the main Computer Vision conference (CVPR 2023)

Inspired by CVPR-2022-Paper-Statistics

CVPR 2023 Acceptance rate (2019~2023)

• The total number of papers is increasing every year and this year has increased significantly! (8161 -> 9155)
• The acceptance rate remained similar at around 25%.

CVPR 2023 Paper Keywords statistics

• Most of the top keywords were maintained
  • image, 3d, detection, video, detection, segmentation, transformer, representation, generation, diffusion, etc.
• generation, field is about x1.5, x2 as frequent
  • generation: 62 -> 93
  • field: 50 -> 99
• diffusion is new hot topic!!
  • diffusion: 13 -> 92

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
• wordcloud
• matplotlib

or

i highly recommend to use google colab

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