CVPR2024-Paper-Code-Interpretation

This repository is a Chinese-language collection of papers, code links, explanations, and live-stream recordings from CVPR (the Conference on Computer Vision and Pattern Recognition), one of the most prominent academic conferences in the field of computer vision and image analysis. The collection spans multiple years from 2017 through 2024, maintained by the Extreme Assistant team associated with the CVMart computer vision community.

CVPR is a large annual conference where researchers publish new methods for tasks like object detection (identifying and locating objects in images), image segmentation (dividing an image into meaningful regions), face recognition, super-resolution (making images sharper), medical imaging, and many others. Each year's section in this repository links to compiled paper lists, bulk download links for the full set of conference papers, open-source code repositories for individual papers, written summaries, and recordings of live presentations.

The depth of coverage varies by year. For 2021, the README lists breakdowns by topic: 27 papers on 2D object detection, 32 on super-resolution, 22 on medical imaging, and so on. For 2019, it includes an Excel file listing the GitHub repository for every open-source paper. Earlier years (2017 and 2018) are covered more briefly, mainly with bulk download links and links to summary articles.

This is a reference resource for researchers, students, and practitioners in computer vision who want a single organized entry point for finding papers and code from multiple CVPR years in one place. The written explanations, summaries, and community content are in Chinese.