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Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference(CVPR 2019)

Inspired byICLR2019-OpenReviewData

• The total number of papers is increasing every year and this year has increased significantly!
• The acceptance rate decreased from 30% to 25%.

• Slide

• Accepted Paper list

• Most of the top keywords were maintained

  • Image, detection, 3d, object, video, segmentation, adversarial, recognition, visual …

• graph,cloud,representation are about twice as frequent

  • graph : 15 -> 45
  • representation: 25 -> 48
  • cloud: 16 -> 35

• The above data can be obtained from a simple jupyter notebook script.
• I wrote two versions of the code.
  • CVPR_paper_statistics_using_csv.ipynb --> Use csv data format
  • CVPR_paper_statistics_using_chrome.ipynb --> Use website data format

• python3.5
• selenium
• wordcloud
• matplotlib

or

i highly recommend to usegoogle colab

Justdownload jupyter notebook andmove to your google drive andOpen with Colaboratory