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CVPR-Paper-Statistics

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

Inspired by ICLR2019-OpenReviewData

<p align="center"> <img width="600" src="/2019_cvpr/keyword_cloud_title.PNG"> </p>

CVPR 2019 Acceptance rate (2015~2019)

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

<p align="center"> <img width="500" src="/2019_cvpr/cvpr_acceptance_rate.PNG"> </p>

CVPR 2019 simple paper review(20 papers)

Slide

CVPR Paper Keywords statistics

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

<p align="center"> <img width="1000" src="/2019_cvpr/top_keywords_2019+2018.png"> </p>

Analysis and Visualization Code (Jupyter Notebook)

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

Prerequisites

or

i highly recommend to use google colab

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