Florent Poux
Florent Poux
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3D to Video in Python: Auto GIF & MP4 (Point Cloud, 3D Mesh, Voxel)
1. 📕 Early-release of my new book with O'Reilly: www.oreilly.com/library/view/3d-data-science/9781098161323/
2. 🎓 Learn 3D Data and GeoAI: learngeodata.eu
Create Stunning 3D Animations Effortlessly! Learn how to automate GIF & MP4 video generation from point clouds, meshes, and more with this simple Python solution.
🙋 FOLLOW ME
Linkedin: www.linkedin.com/in/florent-poux-point-cloud/
Medium: medium.com/@florentpoux
🍇 RESOURCES
Coming Soon
WHO AM I?
If we haven’t yet before - Hey 👋 I’m Florent, a professor-turned-entrepreneur, and I’ve somehow become one of the most-followed 3D experts. Through my videos here on this channel and my writing, I share evidence-based strategies and tools to help you be better coders and 3D innovators.
📜 CHAPTERS
Coming Soon
Переглядів: 970

Відео

41 Tools and AI Methods for 3D Data Processing: The Ultimate 3D Toolbox
Переглядів 572День тому
1. 📕 Early-release of my new book with O'Reilly: www.oreilly.com/library/view/3d-data-science/9781098161323/ 2. 🎓 Learn 3D Data and GeoAI: learngeodata.eu In this video, we explore the evolving role of surveyors in the digital age. Discover how technology like drones, LiDAR, and GPS are transforming surveying practices. Learn about the essential skills and knowledge needed to thrive as a modern...
Top 6 Bucket Skills for the Modern Surveyor
Переглядів 38214 днів тому
1. 📕 Early-release of my new book with O'Reilly: www.oreilly.com/library/view/3d-data-science/9781098161323/ 2. 🎓 Learn 3D Data and GeoAI: learngeodata.eu 3. 📦 Download the Resources (My Drive): drive.google.com/drive/folders/1cQOWKRTjLbNKQLtkWXMDhGpKijB_-HMu?usp=sharing In this video, we explore the evolving role of surveyors in the digital age. Discover how technology like drones, LiDAR, and ...
3D Data Representation (Part 2)
Переглядів 785Місяць тому
📕 Pre-order my new book with O'Reilly: www.amazon.fr/Data-Science-Python-Environments-Workflows/dp/1098161335 This video is an excellent resource for anyone who wants to learn how to build 3D data tools. 🙋 FOLLOW ME Linkedin: www.linkedin.com/in/florent-poux-point-cloud/ Medium: medium.com/@florentpoux WHO AM I? If we haven’t yet before - Hey 👋 I’m Florent, a professor-turned-entrepreneur, and ...
3D Data Representation (Part 1)
Переглядів 752Місяць тому
📕 Pre-order my new book with O'Reilly: www.amazon.fr/Data-Science-Python-Environments-Workflows/dp/1098161335 This video is an excellent resource for anyone who wants to learn how to build 3D data tools. 🙋 FOLLOW ME Linkedin: www.linkedin.com/in/florent-poux-point-cloud/ Medium: medium.com/@florentpoux WHO AM I? If we haven’t yet before - Hey 👋 I’m Florent, a professor-turned-entrepreneur, and ...
3D Clustering Mastery: How to Segment Point Clouds with Graph Theory
Переглядів 1,8 тис.2 місяці тому
💡 Get 7x PDF for 3D Data Tutorials here: learngeodata.eu/3d-newsletter/ 📕 Pre-order my new book with O'Reilly: www.amazon.fr/Data-Science-Python-Environments-Workflows/dp/1098161335 As you know, manually segmenting point clouds to identify objects is a tedious process, especially when dealing with massive datasets and memory limitations. It becomes even more challenging when trying to isolate i...
Create an App to Generate 3D Mesh from Point Clouds (Marching Cubes Tutorial)
Переглядів 3,1 тис.3 місяці тому
💡 Get 7x PDF for 3D Data Tutorials here: learngeodata.eu/3d-newsletter/ This tutorial dives deep into the Marching Cubes algorithm, a powerful technique for meshing 3D point clouds using Python. We transform a point cloud into a 3D mesh, experiment with various parameters, and build a simple web app with a graphical user interface (GUI). This method bypasses the limitations of other reconstruct...
Innovative Guide to Massive (1B+) Point Cloud Instant Visualization (No-Code Approach)
Переглядів 1,8 тис.3 місяці тому
💡 Get 7x PDF for 3D Data Tutorials here: learngeodata.eu/3d-newsletter/ The average LiDAR scan contains 250 million points. Visualizing and sharing this data efficiently is a significant challenge for many professionals. This tutorial provides a no-code solution to visualize and manage massive point clouds early in the workflow. Here are some of the topics I cover in this video: ✅ Command-line ...
How to Label 3D Point Cloud for AI Systems: Semi-Automated Workflow
Переглядів 3,2 тис.3 місяці тому
💡 Get 7x PDF for 3D Data Tutorials here: learngeodata.eu/3d-newsletter/ This tutorial gives a detailed workflow for labeling point clouds, particularly focusing on geospatial applications with large datasets. I outline a semi-automated approach that leverages tools like CloudCompare and unsupervised learning algorithms to create labeled datasets for training 3D deep learning models. Here are so...
How to Build 3D Data Tools in Python: The Ultimate Beginner's Guide
Переглядів 2,2 тис.4 місяці тому
In this Tutorial, I show you how to get started with building 3D data tools in Python. We cover all the basics, from setting up your environment to using Python's powerful libraries for 3D data processing. By the end of this video, you will have the skills and knowledge you need to start creating your own 3D data tools. Here are some of the topics I cover in this video: ✅ How to set up a Minima...
My 11 TOOLS for 3D GENERATIVE AI
Переглядів 1,6 тис.4 місяці тому
We dive deep into the world of 3D Generative AI and explore 11 impressive tools that are transforming the way we create 3D content. Whether you're a seasoned professional or just starting out, these tools offer incredible capabilities for generating realistic models, textures, animations, and more. 🍇 RESOURCES The .pdf table I mention, with the links: drive.google.com/file/d/1Vpavo692-Soa3KJ_Bm...
3D GAUSSIAN SPLATTING: MY 9-STEP EDITING WORKFLOW (for point cloud retouching)
Переглядів 2,2 тис.6 місяців тому
This 3D Tutorial shows you how to load and edit the point cloud geometry created through 3D Gaussian Splatting. We leverage Python and Open-Source software to define an automated workflow to clean the geometry. 🐍 3D PYTHON SETUP ua-cam.com/video/82mihomheRM/v-deo.htmlsi=A0HUBKzMgXsHgPJK 🍇 RESOURCES learngeodata.eu/3d-shape-detection-with-ransac-and-python-sphere-and-plane/ 3D Point Cloud Featur...
3D GAUSSIAN SPLATTING with POSTSHOT (and Point Cloud Editing)
Переглядів 13 тис.6 місяців тому
This 3D Tutorial shows you how to leverage the software Postshot to create 3D Gaussian Splats from a set of images. Additionnally, I show you how to edit your point cloud to use the results for sound 3D Geometric reconstruction. 🐍 3D PYTHON SETUP ua-cam.com/video/82mihomheRM/v-deo.htmlsi=A0HUBKzMgXsHgPJK 🍇 RESOURCES learngeodata.eu/3d-shape-detection-with-ransac-and-python-sphere-and-plane/ 3D ...
3D SHAPE DETECTION with RANSAC + PYTHON on POINT CLOUDS
Переглядів 3,9 тис.6 місяців тому
3D SHAPE DETECTION with RANSAC PYTHON on POINT CLOUDS
3D Point Cloud Segmentation with SuperPoint Transformers (and Python)
Переглядів 4,5 тис.6 місяців тому
3D Point Cloud Segmentation with SuperPoint Transformers (and Python)
I build 3D APPS with this SIMPLE Python Stack (Beginner's Guide)
Переглядів 2,8 тис.7 місяців тому
I build 3D APPS with this SIMPLE Python Stack (Beginner's Guide)
Turn 2D Images to 3D Normals with Python + DSINE (Live Session)
Переглядів 1,7 тис.7 місяців тому
Turn 2D Images to 3D Normals with Python DSINE (Live Session)
How to Generate 3D Voxels from Point Clouds with Python (Tutorial)
Переглядів 3,2 тис.8 місяців тому
How to Generate 3D Voxels from Point Clouds with Python (Tutorial)
3D Gaussian Splatting: Hands-on Course (Desktop Edition)
Переглядів 6 тис.8 місяців тому
3D Gaussian Splatting: Hands-on Course (Desktop Edition)
Active Learning for 3D Data Labelling: 9-Step Workflow
Переглядів 1,4 тис.8 місяців тому
Active Learning for 3D Data Labelling: 9-Step Workflow
3D Point Cloud Processing (OS Edition)
Переглядів 2 тис.9 місяців тому
3D Point Cloud Processing (OS Edition)
3D Point Cloud Workflow Fundamentals
Переглядів 1,4 тис.9 місяців тому
3D Point Cloud Workflow Fundamentals
2D Image to 3D Point Cloud with DepthAnything: Live Course (Monocular Depth Estimation)
Переглядів 11 тис.9 місяців тому
2D Image to 3D Point Cloud with DepthAnything: Live Course (Monocular Depth Estimation)
Real-Time Visualization and Interactive Segmentation: 3D Python Tutorial
Переглядів 2,6 тис.9 місяців тому
Real-Time Visualization and Interactive Segmentation: 3D Python Tutorial
3D Python Tutorial: Building 3D Models from 2D Images (Photo or AI) with 5 Libraries
Переглядів 26 тис.10 місяців тому
3D Python Tutorial: Building 3D Models from 2D Images (Photo or AI) with 5 Libraries
3D Semantic Segmentation with KPConv: Live Course
Переглядів 2,6 тис.10 місяців тому
3D Semantic Segmentation with KPConv: Live Course
How to Build a 3D Interactive App in Python: Point Cloud Feature Extraction Tutorial (Part 2)
Переглядів 3,1 тис.10 місяців тому
How to Build a 3D Interactive App in Python: Point Cloud Feature Extraction Tutorial (Part 2)
How to Compute PCA and Visualize 3D Point Cloud with Python (Principal Component Analysis 3D Course)
Переглядів 2,6 тис.11 місяців тому
How to Compute PCA and Visualize 3D Point Cloud with Python (Principal Component Analysis 3D Course)
3D Deep Learning Demystified: Your Roadmap to Building 3D AI Apps
Переглядів 1,4 тис.11 місяців тому
3D Deep Learning Demystified: Your Roadmap to Building 3D AI Apps
3D Point Cloud Processing with Python: Live Workshop
Переглядів 6 тис.Рік тому
3D Point Cloud Processing with Python: Live Workshop

КОМЕНТАРІ

  • @florianneukirchen7367
    @florianneukirchen7367 5 годин тому

    For anyone searching for the paper mentioned in the video: DOI: 10.5194/isprs-annals-X-4-W2-2022-83-2022 Thanks for posting these videos, they are very helpful to get started.

  • @ShadowD2C
    @ShadowD2C 8 днів тому

    as always the video is wonderful and straight to the point, I always get what I need about 3D from your channel, I have a question tho, I want to measure clearance (cm distance ) around my vertical object accurately, do you have any input for this sort of problem? do I need the actual meshs or do i just stop with the pointcloud?

  • @sumitrukadikar3521
    @sumitrukadikar3521 8 днів тому

    Make this course playlist sir please 🙏

  • @Xfunfunny8605k
    @Xfunfunny8605k 9 днів тому

    Hello sir,i live in india .how pur hase your course and how connect with you in 3d Course plz suggest me .i am so hungry to learn 3d course ...plz help me how to purchased ... i was gone your site but your rupees in 997€ and my rupees in rupay how to purchased ...

  • @florianwagner9400
    @florianwagner9400 9 днів тому

    Thank you, great video! I am looking for AI tools, that can convert 2D map images (e.g. from Google Earth) to 3D map models. Also images of buildings (exterior) and of course also floorplans. I think there is huge market potential in an AI solution for this use case.

  • @MaitriPrajapati-h7f
    @MaitriPrajapati-h7f 10 днів тому

    2d blueprint to 3d models ?

  • @MaitriPrajapati-h7f
    @MaitriPrajapati-h7f 10 днів тому

    2d blueprint to 3d models ?

  • @MaitriPrajapati-h7f
    @MaitriPrajapati-h7f 10 днів тому

    convert 2d blueprint to 3d model ???

  • @chandrutimepass5321
    @chandrutimepass5321 10 днів тому

    what are the minimum system requirements

  • @jak4596
    @jak4596 12 днів тому

    Bonne continuation

  • @jamalkhan5431
    @jamalkhan5431 13 днів тому

    Hello, Can you make video on how can we calculate area and thickness using AI from 2d image?

  • @jamalkhan5431
    @jamalkhan5431 13 днів тому

    Can i estimate road layer thickness using this?

  • @protox1306
    @protox1306 13 днів тому

    Very informative and helpful video! I followed the steps and it looks amazing, only problem now is how to get the color info to my model; I can’t find the “experimental ply” file. I can only see the option for stanford ply file, maybe that is the issue?

  • @jeromeblacq7528
    @jeromeblacq7528 15 днів тому

    Bro, the music is too loud it's competing with your voice, but thanks, great video

  • @josejose13
    @josejose13 16 днів тому

    in what dimension units does it works?? meters , inches??

  • @thyowen
    @thyowen 17 днів тому

    thanks for all the great videos Florent. i like your delivery style

  • @radimkozl3270
    @radimkozl3270 17 днів тому

    I would just like to ask if you have tried to use this principle to train a Deep Learning model, or to simulate more complex systems such as fractals or biological simulations?

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      Hey! thanks for the question, yep, I did for biological simulations (not fractals though)

    • @radimkozl3270
      @radimkozl3270 16 днів тому

      @@FlorentPoux I was CAE specialist before I start with collaborate robotica now machine vision and AI. So very interesting thing, will be use deep learning and Point Cloud for FEM task and fluid simulations. This task will shift optimalizacions task of FEM and task of load for 3D print solution and so on.

  • @najmussaqib7542
    @najmussaqib7542 17 днів тому

    What software are you using for the work flow diagram

  • @atmadeeparya2454
    @atmadeeparya2454 18 днів тому

    Great content. Background music is a bit too loud.

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      Thanks a lot! yep indeed, I improve step by step :)

  • @zace6009
    @zace6009 19 днів тому

    whats the name of the first application to visualize the point cloud ?

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      The first application is CloudCompare

    • @zace6009
      @zace6009 16 днів тому

      ​@@FlorentPoux thanks new suscriptor

  • @jimjamflimflam
    @jimjamflimflam 22 дні тому

    I find the keyboard mashing quite distraction

  • @Randdist
    @Randdist 23 дні тому

    Thanks, that was very helpfull!

  • @johnkuruvilla2989
    @johnkuruvilla2989 24 дні тому

    Thank you Florent! Your wealth of knowledge has been super helpful with my project.

  • @ShadowD2C
    @ShadowD2C 26 днів тому

    nice

  • @ShadowD2C
    @ShadowD2C 26 днів тому

    Hi, i really enjoyed the video especially the distance calculation at the end, my questions is: 1. do you have a video for the scale? and 2. can we do this just with code and without all the special software?

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      Thanks a lot! Yes, soon ;) and you can dfo this with code indeed

  • @anakhaajayan3491
    @anakhaajayan3491 28 днів тому

    can you also do one video on LoD2 city modelling using python. it will be very helpful.

  • @sajithishara4447
    @sajithishara4447 Місяць тому

    Why do you use Spyder IDE rather than other IDEs in Anaconda? Is that your personal choice, or does Spyder have any advantages in point cloud processing?

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      Great question! most IDE choice is a personal one, but in this case, this is to just use pip for everything within conda.

  • @omenatollo
    @omenatollo Місяць тому

    Hello, very good video! I am using point cloud from the Leica RTC360. I wonder how do get the data to the ply-format? I do not see that in Cyclone REGISTER 360 PLUS, you can export ply-format. I have not tried Leica BLK360, so I do not know if it can export ply-files.

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      i think you then need to switch to python, pdal or cloudcompare to switch file formats :)

  • @JorgeAguilarCR506
    @JorgeAguilarCR506 Місяць тому

    Excelente tutorial, espero ver el siguiente para poder proyectar el material que se genera con Gaussian Splats en PostShot y Cloud Compare

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      thanks! yep, this is in the Creator OS course at learngeodata.eu

  • @venkateshpas3099
    @venkateshpas3099 Місяць тому

    where is the dataset? The resource link just opens your blog

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      the dataset link is in the blog

  • @lamoshhg6512
    @lamoshhg6512 Місяць тому

    Can we do the same thing on google Colab?

  • @tatupu
    @tatupu Місяць тому

    Awesome stuff. Great explanation

  • @pstd1257
    @pstd1257 Місяць тому

    Sry did you have link to download CODE and DATA ? Thank you

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      yes on the academy website

  • @TheSaturnized
    @TheSaturnized Місяць тому

    Dear Dr. Poux, I hope you're doing well! First of all, thanks a lot for your amazing and useful materials-they really motivate me to keep learning. I’m very interested in 3D reconstruction, and it’s not just a hobby-it’s closely related to my career. Your videos have helped me a lot, and I appreciate them so much. But I’m facing a challenge and would love your advice! I’m trying to create a 3D mesh of eyeglasses, but because they’re transparent and shiny, it feels almost impossible to model them. My current approach is to turn the shiny frames into a binary image, fill in the white areas (light reflections) with a photo editor, and then use 3D reconstruction methods. Unfortunately, the results aren’t great. Do you have any suggestions for modeling objects like this? I would really appreciate your help! Thanks again for all the great content. Best regards,

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      thanks a lot for your kind words! beautiful project you have indeed! my workflow recommendation , to follow your idea, which is super nice, would be to indeed create masks on the areas that you have to reconstruct with photogrammetry (glasses) how accurate do you need it? Based on this, you can then generate glasses with genAI in place using constraints form the relevant points of the fixtures

  • @swatideshmukh8777
    @swatideshmukh8777 Місяць тому

    How to download point Cloud datasets

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      you can download from opendat repositories, e.g. lidar HD

  • @thesauce7109
    @thesauce7109 Місяць тому

    Great video! Can you please do one on triplanes? :)

  • @navinshrivatsan2263
    @navinshrivatsan2263 Місяць тому

    please give the video for yolov8 for 3d object Detection of LIDAR point cloud Dataset

  • @navinshrivatsan2263
    @navinshrivatsan2263 Місяць тому

    Do you Know any pretrained yolo model for this

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      you have to train your yolo model

  • @Abhi9av-nk8fp
    @Abhi9av-nk8fp Місяць тому

    Where can i get the preprocessing code?

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      you can get it from the academy (learngeodata.eu)

  • @TomLangan-b9s
    @TomLangan-b9s Місяць тому

    I have been using both Postshot and Cloud Compare with relative success. I know pretty much nothing about coding though and have been trying to self-educate! Your video is very helpful. I have followed your steps for installing Fugazzi's file converter, but I have not been able to complete the installation in Anaconda Prompt. It is getting stuck building wheels. Do you have any recommendations on how to proceed? Please see the output below: × python setup.py bdist_wheel did not run successfully. │ exit code: 1 ╰─> [5 lines of output] running bdist_wheel running build running build_py creating build\lib\gsconverter error: could not create 'build\lib\gsconverter': Access is denied [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. ERROR: Failed building wheel for gsconverter Running setup.py clean for gsconverter Failed to build gsconverter ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (gsconverter)

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      thanks! ha, as inted, it looks like it is due to subprocesses being called and not able to correctly execute. this should be your investigation line

  • @3026bluew
    @3026bluew Місяць тому

    This is actually helpful. Thanks.

  • @Shira-Tora
    @Shira-Tora Місяць тому

    when running the cell 10 creating o3d point cloud, the console said the kernel died, restarting kernel. anyone can help?

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      this means you have an instability with open3d, the best case is to clean your environment and recreate one from scratch

  • @x_maut_x
    @x_maut_x Місяць тому

    What application is it

    • @DaveDDD
      @DaveDDD 27 днів тому

      CloudCompare

  • @CarlosValero
    @CarlosValero Місяць тому

    Great content. Congratulations!

  • @matheus7405
    @matheus7405 Місяць тому

    how i can find this point cloud data?

    • @FlorentPoux
      @FlorentPoux 17 днів тому

      on the academy website: learngeodata.eu (tutorials)

  • @ftmftm7627
    @ftmftm7627 2 місяці тому

    You are a legend man

  • @godislove3339
    @godislove3339 2 місяці тому

    thank you!