BECOME A LIDAR ENGINEER, AND GET 3D PERCEPTION JOBS BY LEARNING FROM...
The place to get started in LiDAR, build up 3D Skills, and go to the cutting-edge of 3D Deep Learning
You may have noticed how amazing LiDAR technology has become. From self-driving cars, to robots, drones, phones, 3D, and now spaceships and futuristic applications. But before I tell you about my 3 LiDAR courses that helped hundreds of engineer join autonomous tech via LiDAR, and before considering becoming a LiDAR Engineer, there are 3 core things you should know:
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So here are these 8 skills
Build a LiDAR Expertise — including understanding the optics, physics, types of LiDARs, and overall ecosystem
Point Clouds Processing — including how to read and encode a file, use filters, ...
3D Machine Learning and how to process point clouds to find obstacles or the drivable area
Sensor Fusion and how to fuse a LiDAR with other sensors such as cameras or RADARs
Point Cloud Projection and 3D-2D Spaces
Box to Box Fusion and how to fuse 3D Boxes from LiDARs with 2D Boxes from cameras
3D Deep Learning, including Voxel-Based and Point-Based Learning approaches for classification or segmentation
3D Object Detection using State-Of-The-Art Deep Learning architectures
Through my LiDAR Pack, you'll get to learn these 8 skills through 5 of my most popular courses.
Ready to learn more?
Let's see the courses included one by one.
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You're in good hands with this course, here are some reviews from other students:
"As a PhD student who works on data fusion and has not worked much on lidars before, the practical perspective given to point cloud processing in this course would definitely help get a head start on understanding and coding with point clouds.
I like that it is very hands on and the results are able to be visualized at every step. So, there is an instant gratification there, which gives you the motivation to go forward. Majorly, you get an insightful understanding. I like the part where you explain the functioning of inbuilt functions because in my field of work, it is important to understand the inside out and not just the end result.
I would definitely recommend this product to beginners like me because if you are working on lidar point cloud processing in a deadline based environment, be it industry or academia, and if you have never worked on lidars before, you definitely need a head start with the structure and understanding of point clouds, else you will be lost at sea if you delve without an anchor point. This course provides you the skeleton and you can build on from there."
"It's been a fantastic experience so far. I have chosen this course because it aligns perfectly with my career goals in Robotics. What I loved most about it was the Mind map summary in each module and hands-on approach.
Overall, I would highly recommend this course to students who are looking to gain deep insights into LiDAR and processing techniques.
Thank you once again for providing me with the opportunity to learn new things."
Point Clouds Conqueror has an ADVANCED 'post-course" module, called Ground Truth Ops. In this DLC, you are diving into the "ground truth" of how companies use LiDARs in the field.
Here's what you'll learn:
Adrian Rosebrock | PyImageSearch
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This is the cutting-edge. You're working on the research level, building your own models to detect objects in 3D.
"At first, I wasn't sure where to start in terms of the underlying algorithms of developing a multi-sensor perception system and wasn't sure that an online course would answer all my questions, but Jeremy really knows his stuff!
The video tutorials are well explained and the assignments or challenges are well designed in making sure that I understand every bits of the algorithms.
I'm currently applying these new knowledge to build a multi-sensor perception system for next-generation off-road, heavy vehicles Thank you for the unlimited lifetime course!"
The differences between the 3D representations are very well illustrated. Especially the Voxel part is truely great pictured.
As a busy engineer I very much appreciate the workshops that just work. I typically spend many hours playing with them to get behind the details. Thanks for this course!"
Xavier Rigoulet | Computer Vision & Sensor Fusion Engineer
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The LiDAR Pack is unique because it's a complete experience from 0 to mastery in LiDARs.
While other courses may tackle one concept at a time and never really dive in the details, these courses will lead you from opening your first point cloud file to voxelizing 3D environments and implementing state-of-the-art 3D Object Detection Networks.
Having that complete journey is important, because it means the skills covered will be enough for you to become a LiDAR Engineer. This bundle is a complete LiDAR Engineer Map.
Because the LiDAR Pack is a journey from beginner, the requirement list is pretty low.
However, you should still:
Be able to code in Python
Understand fundamental Deep Learning and Machine Learning concepts; having trained neural networks, etc...
❌ If you've never trained or ran any Neural Network on any task, you may find the content, especially the third and fourth course, a bit too advanced. So proceed with caution.
Then there's the spirit:
✅ LiDAR Engineers like adventure, they like the idea that what they're doing is a bit "edgy", and that it's not 100% covered by StackOverflow, that some questions don't even have an answer yet, and most of all you should understand that by joining this field, you'll be a contributor and active player rather than one more learner.
✔ POINT CLOUDS CONQUEROR [299€ value]
✔ GROUND TRUTH OPS DLC [199€ value]
✔ LEARN VISUAL FUSION [249€ value]
✔ DEEP POINT CLOUDS [495€ value]
✔ LIDAR OBJECT DETECTION DLC [199€ value]
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