How to efficiently learn 3D vision? Involving point cloud processing/camera calibration/3D reconstruction/SLAM/structured light/depth estimation...

"Hello, I have been doing 2D vision before, how do I get started with 3D vision? 3D reconstruction , camera calibration , stereo matching , structured light , point cloud post-processing , these may be involved in my future work, but I still don't know anything about it. , do you have a better way to get started quickly?”

"Is there any recommended learning route for deep learning in the 3D direction ? Especially the application of deep learning in point cloud, 3D target detection , etc.?"

"Hello, blogger , can you give us some popular science about ORB feature extraction , loopback detection , etc. in SLAM ? What are the methods of multi-sensor fusion ? Do you have any reference materials?"

"In recent years, how has the development of the 3D vision field been ? Which aspects have more research value?"

...
In the background of the official account, I often receive messages such as the above from fans. Every time I see it, I seem to see what I looked like when I got into the computer. I feel the same way. I really hope to use some of my own resources or go. help them with their experience. Here, I would like to recommend the knowledge planet organized and operated by the partners of our official account and guests together , hoping to make everyone take less detours on the road of learning computer vision.

Learn the core technology of 3D vision, scan and view the introduction, unconditional refund within 3 days

821fc31e2a00b73edbfc736d01fb48f0.png

 There are high-quality tutorial materials in the circle, which can answer questions and help you solve problems efficiently

What is Knowledge Planet?

Knowledge Planet is a highly active community platform, where you can discuss scientific research problems, exchange the latest progress in the field , share paper materials, publish high-quality job-seeking and employment information , and of course , chat with friends in the same research direction. , Tucao study, work and life.

3D Vision From Beginner to Mastery Planet of Knowledge

This is the largest community platform for learning and communication in the field of 3D vision in China. At present, there are nearly 5,000 active members , mainly involved in 3D vision, CV & deep learning, visual SLAM, laser SLAM, visual 3D reconstruction, and point cloud post-processing. , automatic driving, structured light, binocular vision, CV introduction, 3D measurement, defect detection, visual product landing, visual competition, hardware selection, academic exchanges, job search exchanges and other fields. There are many practical problems in the planet (I believe it will help you avoid many detours), as well as learning materials for each module: papers, books, source code, videos, etc.

For Xiaobai, Planet has launched a learning route, which can help newcomers to gradually advance their learning. Our VIP group has created a good academic communication environment.

For children's shoes that need to be advanced, Planet has compiled a large number of cutting-edge technical resources, and I believe that these contents will definitely help personal growth and development.

The composition of the planet

Planet brings together graduate students and doctoral students from various universities at home and abroad, including but not limited to Tsinghua University, Shanghai Jiaotong University, Huazhong University of Science and Technology, University of Science and Technology of China, Wuhan University, Nanjing University, Beijing Institute of Technology, Beihang University , Hong Kong University of Science and Technology , Hong Kong Polytechnic University , etc.; and small partners studying abroad, mainly studying at University of Southern California, University of Melbourne, Technical University of Munich, RWTH Aachen University, Kyoto University, ETH Zurich, University of Michigan, etc. In addition, there are many front-line algorithm engineers and developers, including but not limited to Baidu, Megvii, Huawei, Aobi Zhongguang, Yuncong, Aqiu Technology, etc.

Principal Guests of the Planet

3D Vision From Beginner to Mastery Knowledge Planet is a technical community where you can discuss any 3D vision related problems and cutting-edge technologies. Planet invited doctors from domestic and foreign universities , CTO/CEO of CV unicorn companies , and algorithm engineers from major factories to answer their questions. Here, you can communicate with the big guys one-on-one and ask your questions about work and study.

joint venture

Knowledge Planet has established good cooperative relations with many companies. The company's algorithm leader will come to share cutting-edge technologies/products from time to time. In addition, Planet also recommends qualified algorithm/development talents for the company. Existing cooperative enterprises include but are not limited to: HUAWEI CLOUD, Tencent, Aobi Zhongguang , Tuyang Technology, Leishen Intelligence, Zhongke Huiyan, Zhitu Technology , INDEMIND, Migration Technology, Chasing Technology , etc.~

Why do you recommend the knowledge planet of "3D vision from entry to mastery"?

The following are the main dry goods sharing of 3D vision from entry to knowledge planet:

80e7cf22b5a84661b9edd3770903eb4a.png

Planetary Member Video Course Summary7c1e4b917e7e7f6489e4b0c78b5c28a9.png

Planet Member Documentation Tutorial Summary

d8c4fc82644cbeefd136a32de64bc48e.png

Hundreds of reviews summary

f7462e041d75e0af271a3a06d3eb2612.png

Summary of nearly a thousand questions and answers

1b81b20e7dbaa4865193b944e1780a9f.png

5c64e47d2c2255bbf3c0968b670a462a.png

Top conference authors share with big coffee

4245eee7d8445ddc3c986a1af2bb13e4.png

b8c6a66f9566778e7f82b0d67863296a.png

Source code summary

4cdf4d9c91d0c7847369aa6833eb8cf7.png

Summary of learning materials and routes

ff4322313c534cab38a3c91e1edb1052.png

Summary of thesis reading and sharing

73112c151ba1fe6e3146047df164d9f8.png

64c091d1dd50c96f4b4e72e37981b597.png

99f79f9ce6b474a067bb11a7be7e107e.png

Top meeting and journal summary2ff30c40cac47a6d95e1baa575e423ac.png2f575ba758ed4af9abd83136206acf45.png

4edf941c3a83cb94a780c407bd8ac3e2.png

Summary of tools and study books

db018ad1dddfe8edab84f674ea5f17b6.png

Internal recruitment summary

Planet has established stable cooperative relations with a number of companies, giving priority to recommending Planet members to related companies;

16a318961caf3131acdd0f0267f92564.png

d332f203797a7b650ff16ad7c01af921.png

Inner Planet Discussion Show

eb11a792de252c83820b36db5fc510b3.png

d0a9b8f2e6550011f5418d5a5c913efd.png

1a7a12c7cee85513050f12dd21ada194.png

066fa044377491af1e36603192f80753.png

3c0c29662dc04a8cc0b087e5c4a48d6c.png

281def4d55430335064dc44039236abf.png

1540bc8b5b68bac3407ff48083ce2493.png

3bab8caafcdac2f9d1322ed0206ec3ec.png

93efc03bffde1cc8fecc29361b910d8e.png

7899df2ea4c00ebcabbc1a2f2edd88eb.png

Why join the planet?

Since the establishment of the planet, children's shoes have successively reported to us the harvest in the planet. Here we have also counted several reasons for the highest frequency:

1. Be able to directly solve difficult problems (including source code implementation, research direction/ideas), and the guests can answer quickly and accurately;

2. Each open class in the workshop will be shared first on the planet, and planet members can learn in advance.

3. A very active learning environment . Most of the small partners in the planet are children's shoes in the same direction. Everyone can exchange learning methods, learning ideas, and of course the pits they have stepped on...;

4. Massive learning materials and source code, involving nearly 20 directions , no longer have to worry about finding materials;

5. Be able to grasp the latest progress in the field at the first time, keep paying attention to the latest progress of various top conferences and journals inside the planet, and push relevant content in a timely manner;

After joining the planet, you can get the exclusive learning video of the planet, add a little assistant WeChat, you can invite to the VIP learning group.

38e91ebf64febb0be19b7ab64e201c82.png

▲Long press to scan the code, join the study, and ask questions to the guests at any time

a85072083bb6f25c854882004c51f304.png

▲Long press to add customer service WeChat to consult more

Guess you like

Origin blog.csdn.net/Yong_Qi2015/article/details/124206971
Recommended