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Inspiration from reading CVPR 2022 target detection paper

2022-06-24 09:16:00 【3D vision workshop】

Read this year's CVPR A summary of the contributions submitted by , I find 2D、3D Object detection is still a research hotspot in the field of vision .

The reason is , First , Rich and accessible Data sets 、 Layer out of the group Innovation points and Open source algorithms It reduces the advanced difficulty of target detection ;

secondly , Target detection is an indispensable core module in the link of artificial intelligence vision landing project , Industrial machine vision 、 Unmanned driving and other cutting-edge technologies have landed , Promote 2D and 3D Technical innovation of target detection .

Whether it is the demand analysis of high precision , Or the demand for high-speed processing , In the future 2D、3D Target detection will still become a hot spot in academia and industry . in addition 3D Attitude detection It has also gradually become a track chosen by everyone , Combined with time series , Target detection is in future Will burst out more vitality .

do 2D object detection To be able to YOLO Algorithm ,3D Target detection should be based on 2D Target detection technology . If you want to be in 2D and 3D Target detection has been modified YOLO Words , Understand and master YOLO Is a must .

YOLO The series has been advanced to YOLO X, What I want to say today is YOLO5 Of anchor free Thought algorithm , Design network models with different structures for different computing resources , yes YOLO One of the latest masterpieces in the series .

So the students who do target detection , We should publish papers in this direction , graduation , Go to school , learn yolo It is necessary to .

And you should know that not all methods of reading papers can be reused , If you want to understand target detection , master YOLO V5, Get to be able to summarize the main points , Methods for refining innovation points !

Then come 6 month 23 Japanese YOLO V5 Interpretation and reappearance of thesis 2 Day training camp ！ Let you learn how to reproduce your thesis , And the ability to get inspiration from the paper .

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in addition CVPR 2022 2D 3D The paper on target detection has been sorted out for you , Check the collection method at the end of the text ！

—— Course is an introduction to ——

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—— Live broadcast content and arrangement ——

Day1:6 month 23 Japan 20:30 live broadcast

1. Why study target detection papers
2. Development course and direction of target detection
3.YOLO V3 Review and YOLO V3 Detailed explanation of theoretical knowledge
4. matters needing attention