3D Deep Learning Course
Your A-Z Launch Plan for 3D Deep Learning Systems.
and no Ph.D. required
Just a step-by-step video course with code + models to understand, build, and deploy 3D Deep Learning Apps.
The 3D Deep Learning Course, from R&D to Production.
2D Pixels, 3D Points, nD Vision
In 2024, mastering 3D Deep Learning isn’t just a skill; it’s your ticket to a dynamic future where creativity meets innovation. As industries evolve with immersive experiences and groundbreaking technologies, the demand for individuals who can turn imagination into reality has never been higher.
Learning 3D Deep Learning isn’t just about staying relevant; it’s about becoming a visionary, creating solutions that resonate in a world hungry for the extraordinary.
It’s your chance to be at the forefront of change, shaping the future with the power of your ideas and the mastery of 3D Deep Learning.
The 3D Deep Learning digital video course is designed for AI Engineers and Researchers.
Straightforward, "hype-free" 3D Deep Learning Course
After 15+ years leading R&D Ventures, my passion is to personally guide you on an inspiring journey into the world of 3D Deep Learning. Beyond technical skills, I want to nurture your creativity, turning challenges into opportunities.
My goal with The 3D Deep Learning Course is to equip you with the complete skills and roadmap to start and sustain 3D Deep Learning Systems.
The course includes the full framework for coming up with AI processing workflows, understanding why and how 3D can extend 2D approaches, developing and testing 3D Deep Learning Models, getting quickly working models on various OS, building your own product and training dataset, training, tuning, ingering and much more.
If you’re looking for a complete, tried-and-true system that you can use to build and grow as a 3D Deep Learning Expert, this is it.
Together, with a community of innovators, your unique perspective contributes to shaping a future defined by limitless possibilities. Let’s embark on this transformative adventure, where your imagination becomes the driving force behind groundbreaking advancements.
1. Straightforward, and Optimized for Learning Growth
The 3D Deep Learning digital video course is made up of 9 in-depth chapters, 87 lessons, and 19 hours of video instruction that can be completed on your own time. You also have access to the code, datasets and ML models.
2. Powerful Semantic Segmentation Models to Copy-Paste
Included with the course are several 3D Deep Learning Models that work on a number of classes for Semantic Segmentation Tasks. This alone cuts down the time to implement by at least 9-months of R&D.
3. Bonus "Start from Scratch" Deep Learning Course
Whether you’re starting from zero or looking to create something new, I cover everything you need to build out your new idea using 3D Deep Learning, including how Neural Networks and Architectures work (with code and implementations).
🦄 They Trust and Learn with the 3D Academy
Professionnals from these companies are learning and developing 3D solutions with our courses.
Everything you need to Start Creating 3D Deep Learning Apps.
As I’ve built my career from Engineer to Researcher to R&D Director and Professor, I’ve been recording everything. What’s worked, and what hasn’t. The 3D Deep Learning Course presents all the teaching and data points for creating your products (3D apps, research papers, workflows) without replicating my mistakes.
3D Deep Learning Starter Pack
We’ll start with the foundations. There are no shortcuts. Building a Working Setup for 3D Deep Learning is the first step (hardware + software).
PointNet from Scratch (3D Point Clouds)
I’m going to teach you how to create a Custom PointNet Architecture from Scratch. Then, we will prepare a custom dataset and use it to train the architecture. Finally, we will export a model that can make segmentation and classification AI predictions.
Neural Networks in Action
In this mini-course, we cover the base layer of Neural Network, and implement an ANN, a CNN, an RNN and study Transformers Python Models. (Text, Visual, and 2D Images).
Major Deep Learning Architectures
This phase extends the previous Neural Networks in Action, and provide working implementation and Python Models for ResNet and EfficientNet.
3D Data Preparation System Creation
The base layer is now understood. We start building a full pipeline to process 3D Data with 3D Deep Learning. This means creating a Pre-processing pipeline to feed custom datasets to Pytorch Networks.
3D Semantic Segmentation from Scratch
We Create and Implement from scratch 3D Point-based, 3D CNN and 3D R-CNN models. These are fine-tuned with various datasets and parameters, and showcase training, testing, validation and inference phases.
3D Deep Learning: SoTA Implementation
At this stage, we push performances, and dive onto implementing three main architectures (+ new ones): PointNet++ (point-based), KPConv (Convolutional Kernels), and GrowSP (Unsupervised SuperPoints Approach).
End-to-End System in Production
We establish an end-to-end system that takes a 3D Dataset (E.g. 3D Point Cloud in .laz or .ply), pre-process the input, goes through unsupervised segmentation to speed up labelling, and use the labelling efforts to train a 3D Deep Learning Module that then spits semantic information. Covers both Local (.exe) and Cloud Deployment.
Generative AI for 3D
This bonus section selects the new Generative AI solutions for 3D, and how they integrate in the current ecosystem.
ChatGPT and LLMs for 3D
This second bonus section studies and delivers ways to leverage ChatGPT and LLms to generate 3D Content.
3D Hybrid Systems
This third bonus section provides a hybrid system that leverage 3D Region Growing approaches with 3D Deep Learning for generalizing applications (Instance Segmentation).
3D Deep Learning Course: Testimonials
3D Deep Learning Course Host: Florent Poux 🧙♂️
A 3D data madman who loves to explore new technologies and leverage them to solve real-life problems.
- 🔭 Currently working on a 3D Secret Book Project
- 🌱 Learning how to manage his daughters. 3D is easier.
- 👯 1 open R&D Consultancy Vacancy for Big Tech Company.
- 🤔 Looking for help with developing this EdTech Venture.
- 💗 LiDAR, Photogrammetry, 3D, AI and Life.
- ⚡Set Goals, Make a Plan, Build Systems: The Secret Sauce.
⚛️ R&D
- 100+ Patent & Publications
- Ph.D. in Spatial Sciences
- Decorated Researcher 🏆
🏦Teaching & Mentoring
- University Courses (BE, NL, FR, DE)
- Keynote Speaker + Workshops
- 1000+ Students now Professionals
🧑🎨Tech Director and Manager
- Director of Innovation (French Tech 120)
- Entrepreneur & Investor
- Managed teams from 1 to 47 persons
Seen In
Florent Poux has been teaching courses for more than 10 years specialized in 3D, and now targets the most efficient ways to transmit hard-earned knowledge. Feel free to reach out if you need guidance in topics from 4 categories being Reality capture (3D Photogrammetry, Laser Scanning, Drones), Object recognition (code, AI, semantics, segmentation, classification), Research & Academia (writing papers, making a Ph.D., learning efficiently) or Productivity (time management, parallelization, focus processes).
Ready to Join the 3D Deep Learning Course?
Satisfaction Guarantee
I stand behind the quality of this course. If you are not happy with it, I am not happy with it. 14-Days Money-Back Guarantee.
3D Deep Learning Course
- 9 Chapters and 87 lessons
- 28 hours of instructional content
- All-Included (Code, Data, Models, Handouts)
- Commercial License Possibility
- GPT + GenAI for 3D Bonuses
- Ph.D. level support (5/7 days)
- Premium Community Access
- Lifetime access
- Lifetime updates
Some students talking about the courses
Some professionals talking about the courses
Some researchers talking about the courses
FAQ: 3D Deep Learning Course
The courses are intended for all innovators, entrepreneurs, solopreneurs, freelancers… wanting to become the next generation innovator.
But also to employees (engineers and R&D) who want to prepare for contribute to the growth of their company/university.
The courses are useful for all sectors of consulting, software, recruitment, R&D …
You can look at google reviews, ask for feedback from alumni of the courses or look in the discussion forums (Discord). In addition, I encourage you to listen to the interviews as well as watch the Youtube channel, or contact me through the Universities where I teach.
The courses are scalable, you will have access to future modules for free.
It covers all subjects allowing you to quickly test your market, find new customers…
The techniques are unique and secretive.
More than 90% of alumni are exploding their growth targets.
Here are some statistics:
• The majority of top 3D Innovators have used 3D Data Processing techniques.
• Point Cloud Processing and AI techniques saves an average of +150 hours per month
• As a result, some alumni have automated +80% of their company.
After the courses, you will be able to do 10x more with 10x less. You will be able to launch your SaaS, sell growth services, become a respected innovator, change the way we do things in the world…
No, the courses teach you from scratch. However, dependeing on the tracks you choose, you will learn how to become a 3D Coder.
Not sure where to start? Bulk Team Pricing (B2B)?
Ask the Community on Discord
With more than 2000 innovators, high chances are that you can find answers to your questions within the community.
Book a 1:1 Call
You can get in touch directly with me if you want to dive further into how I can help you (courses, mentoring, or consultancy).