Create Stunning 3D Mesh from Point Clouds (Python Version)

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  • Опубліковано 24 лис 2024

КОМЕНТАРІ • 82

  • @mohammadrezaee5617
    @mohammadrezaee5617 8 днів тому

    That was Great Bro!!!

  • @trollenz
    @trollenz Рік тому +3

    Thanks, very interesting... Your point cloud voxelization to mesh approach is also very interesting, thanks 👌🏻👏🏻

  • @octopusfinds
    @octopusfinds 7 місяців тому

    Thank you, Great introduction- just commenting on the background music kind of distracting- but the rest is golden 🔥

    • @FlorentPoux
      @FlorentPoux  7 місяців тому

      Haha thanks a lot for the feedback, indeed, I am learning how to edit, 1% better evry time haha!

  • @lucasliu9299
    @lucasliu9299 2 місяці тому +1

    Nice video! how to get a nice pcd by using a ToF camera. My pcd is noisy.

    • @FlorentPoux
      @FlorentPoux  Місяць тому

      Thanks ! I will make a tuto on this to help you

  • @YAWEN-s4y
    @YAWEN-s4y 9 місяців тому +3

    Hi Sir, thank you very much! May i ask what if i have some sample data of a building point cloud, but it has some open ends i think, making the mesh generate result has the warning: [Open3D WARNING] [SimpleShaderForTriangleMesh] Binding failed with empty triangle mesh. How could we overcome this? thank you!

    • @FlorentPoux
      @FlorentPoux  8 місяців тому

      Hmmm, the approach should work for any type of comple point clouds, therefore, it may be a good idea to investigate! You can reach me on learngeodata.eu, or in the discord channel and I will check out your dataset 😉

    • @moshuchitu203
      @moshuchitu203 4 місяці тому

      Maybe if the open ends are planar, with known shapes, maybe write a random point generator function will be sufficient?

  • @annamarwiapalese2734
    @annamarwiapalese2734 9 місяців тому +1

    do you think this procedure would also work well for less dense point clouds?

    • @FlorentPoux
      @FlorentPoux  9 місяців тому

      Yes it would! You just need to adjust the radius of your ball

  • @hamzabargougui7402
    @hamzabargougui7402 5 місяців тому

    thank you so mush for your effort great videos and great information. If I want to calculate the volume of a shape like that what methods you advice me!!!!

    • @FlorentPoux
      @FlorentPoux  4 місяці тому

      Thanks a lot for your kind words! So if you want to compute the volume, you can use Convexl hull as a first approach, I hope this helps you!

  • @surveying1015
    @surveying1015 11 місяців тому +1

    I’d really love to see all the methods I’m glad I landed on this channel

    • @FlorentPoux
      @FlorentPoux  11 місяців тому +1

      Welcome aboard! Very happy to have you part of 3D learners :)

  • @piyushtiwari4453
    @piyushtiwari4453 7 місяців тому

    great video!, actually i wanted to create a water tight mesh , can you tell me which algo is best suited for that?

    • @FlorentPoux
      @FlorentPoux  7 місяців тому

      In that case, you may take a spin the Poisson reconstruction approach

  • @lapoulequipond7555
    @lapoulequipond7555 Рік тому +1

    HAAAA! Merci beaucoup pour cette vidéo pépite!
    Je suis en plein travail de recherche sur les techniques de cartographie et cette vidéo est très enrichissante.
    Bravo et merci :)

  • @TabbyKitty13
    @TabbyKitty13 4 місяці тому

    Thanks! I work with realsense D415 sensor for 3d scanning human body. Can I build point cloud from sensor steam realtime? (Like recfusion, dot3d, lipscan do)

    • @FlorentPoux
      @FlorentPoux  2 місяці тому

      yep this is feasible, just not with directly python :)

  • @f1-coldlaps460
    @f1-coldlaps460 11 місяців тому +2

    id love to see how you created this point cloud!

    • @FlorentPoux
      @FlorentPoux  11 місяців тому +1

      Noted :)! Coming soon!

  • @johnrichardson1949
    @johnrichardson1949 11 місяців тому +1

    will you be doing the software version soon? I was wondering if you would do a quick consulting for me for hire?

    • @FlorentPoux
      @FlorentPoux  11 місяців тому

      Hi! Sure I can do both, and maybe also show to to create software from theses

  • @arushis7144
    @arushis7144 10 місяців тому +1

    I would love to learn how to turn images into point cloud.

  • @amama4real
    @amama4real 6 місяців тому +1

    Thanks. Great video. However, I have been having problems installing Open3d. My python is version 3.12. Is there a way to install it or do I have to install an older version of python?

    • @FlorentPoux
      @FlorentPoux  6 місяців тому +1

      Thanks! You have some ways but it is a bit broken (you have to compile from scratch). I would advise getting to work with an isolated environment with Python 3.9

    • @amama4real
      @amama4real 6 місяців тому

      @@FlorentPoux Thanks! It worked. I used Python 3.8

  • @alloc7260
    @alloc7260 10 місяців тому

    Hey bro your content is awesome, I really liked it, can you please share the code resource for more guidance 🙏.

    • @FlorentPoux
      @FlorentPoux  10 місяців тому

      Hey alloc, Thanks a lot! Sure, I am sorting out the best way to do that! So far, the code is available in the description, on the tutorials page of learngeodata.eu

  • @paulosantosbim
    @paulosantosbim Рік тому +2

    Can I do this with iPhone LiDAR Scanning?

    • @FlorentPoux
      @FlorentPoux  Рік тому +1

      Yes you can ! A video on it is coming soon ;)

  • @Tbagsmacgee321
    @Tbagsmacgee321 7 місяців тому +1

    would this work on like a 3d scan of a landscape from drone?

    • @FlorentPoux
      @FlorentPoux  7 місяців тому

      Yes it would!

    • @Tbagsmacgee321
      @Tbagsmacgee321 7 місяців тому

      @@FlorentPoux ok i have to try , let you know how its goes

  • @luongpham2587
    @luongpham2587 10 місяців тому +1

    hello , can i get the file point clouds example ?? thank you

    • @FlorentPoux
      @FlorentPoux  10 місяців тому

      Yes of course, you have that in the tutorials page in the description below

  • @CowaBUNGA-jg8jq
    @CowaBUNGA-jg8jq 5 місяців тому +1

    Sir, is there any way to export the mesh as one of these files? I am trying to model in ABAQUS using point cloud data and am trying really hard to bridge the gap with an efficient process....
    FILES:
    Nastran (.bdf, .dat, .nas)
    ANSYS (.cdb)
    STL (.stl)

    • @FlorentPoux
      @FlorentPoux  5 місяців тому

      Yes, you can export as .stl file. I am working on another tutorial for parametric modelling

  • @SandeepRCRajarathnam
    @SandeepRCRajarathnam Рік тому +1

    Thank you...Nice video
    Is there any way to create texured mesh from this point cloud?

    • @FlorentPoux
      @FlorentPoux  Рік тому

      Thanks! Yes indeed, but then you would have to transfer the vertex colors to the faces, which will a bitdegrade the quality of the texture. I will make another episode on point cloud meshing with texture creation

  • @utkarshsingh1784
    @utkarshsingh1784 10 місяців тому

    Loved the demonstration. Thank you! Would this apply to full building exterior scans?
    I am working towards exporting building meshes out of a point clouds but the results have not been the best.
    Thanks

    • @FlorentPoux
      @FlorentPoux  10 місяців тому +1

      Yes, absolutely! This is the advantage compared to using watertight meshes approaches, here you can generate a full mesh of the exterior scan of a building!

  • @ramakrishnak8146
    @ramakrishnak8146 8 місяців тому

    Hey this video is helpful so much, I have similar requirement to create a 3d object from series of 2d images is it possible

    • @FlorentPoux
      @FlorentPoux  8 місяців тому

      Super happy that it helps you a lot! Yes you can!

  • @amartious2123
    @amartious2123 11 місяців тому

    Hello,
    at 4:25 you show that the Point Cloud you captured has proper normals. Hos did you get these? Did you estimate them after acquisition or were they computed during the capture?
    Actually, I'm really interested in learning about your capture method, and if it's possible to use a similar process for dynamic point clouds (volumetric video).

    • @FlorentPoux
      @FlorentPoux  11 місяців тому

      Hey @amartious2123 ! These where computed afterwards, as the initial ones where not properly oriented. The capture method is Photogrammetry, so I will make a video on that to show my process to get such point clouds and 3D meshes! It is indeed possible to capture dynamic point clouds, but the data volume will be on par :)!

  • @DeepApnea
    @DeepApnea Рік тому +2

    Are you using nerf to create 2D images into 3D point cloud ?, good video :)

    • @FlorentPoux
      @FlorentPoux  Рік тому +1

      Thanks @DeepApnea! In this tuto, I used photogrammetry, but Nerf works as well, I just finished testing it on a simple scene, I will make a video on it if you are interested

  • @DJ-Illuminate
    @DJ-Illuminate Рік тому

    Could one create a dynamic mesh with 4D splat point cloud data?

    • @FlorentPoux
      @FlorentPoux  Рік тому

      Hi steve! I am not sure I understand the question. You want to animate a Mesh?

  • @MihirMihir-u7v
    @MihirMihir-u7v 9 місяців тому

    Great video! Please also make a video on how to make a point cloud from photos

    • @FlorentPoux
      @FlorentPoux  9 місяців тому

      Great suggestion! And a Quick Wish granted 😉 I shot last week: ua-cam.com/video/3TAs_xi6PAo/v-deo.htmlsi=6llRB8iYN2CW7Yj8

  • @paulbarton4395
    @paulbarton4395 10 місяців тому

    I cannot install Open3d with conda, which video has the instructions for obtaining open3d, please?

    • @FlorentPoux
      @FlorentPoux  10 місяців тому

      Hey paul! I will make a video on installing open3d with conda then (else I recomment pip: pip install open3D), as with the new version it looks like they do not have ithe possibility with conda. Else, if you want an older version, you can use this line: conda install -c open3d-admin -c conda-forge open3d

    • @paulbarton4395
      @paulbarton4395 9 місяців тому

      @@FlorentPoux Thanks. However, I am learning now that conda frequently has issues recently; I reinstalled Anaconda and conda failed to install some other libraries also. I am switching over to using pip/pipenv for everything. Thanks for the reply!

  • @sebastianarroyo7005
    @sebastianarroyo7005 6 місяців тому

    great tutorial

  • @jeffreypartridge7201
    @jeffreypartridge7201 Рік тому +1

    Can I use these tools on Mac?

    • @FlorentPoux
      @FlorentPoux  Рік тому

      Hi @jeffreypartridge7201 , yes you can use these tools on Mac as well!

  • @gauravbam9252
    @gauravbam9252 2 місяці тому

    Great great great video. 🎉🎉🎉🎉🎉
    Very amazing video 👌👌👌👌👌👌
    Huge love from india ❤❤❤❤❤❤ 🎇🎇🎇🔥🔥🎊🎉🎉❣️❣️💝💝🎈🎈🎈
    Please make another video on how to convert mesh to surface solid and convert surface solid to solid body or convert mesh into solid body using python please please please 🙏🙏🙏

  • @VictorOnFlutter
    @VictorOnFlutter 7 місяців тому

    How can I get these point clouds?

    • @FlorentPoux
      @FlorentPoux  7 місяців тому

      You can download them from the article

  • @miwkatv590
    @miwkatv590 9 місяців тому +1

    If we don't have normals, how can we compute them? I use pcd.estimate_normals(search_param=o3d.geometry.KDTreeSearchParamHybrid(radius=0.1, max_nn=30)), but the result is very bad

    • @FlorentPoux
      @FlorentPoux  8 місяців тому

      If you do not have normals, then, an approach like morphological deformation is better suited. I will do a video on it, on how to avoid computing normals. But maybe your point cloud has a geometry type that makes normal computation complex? Do not hesitate to share more on learngeodata.eu, we can deep dive your issue 🌞

  • @khelidjyoucuf2417
    @khelidjyoucuf2417 Рік тому +1

    Can you give le the code please

    • @FlorentPoux
      @FlorentPoux  11 місяців тому

      Yes of course, it is in the Medium article!

  • @geodatacenter
    @geodatacenter Місяць тому +1

    Share the code please

    • @FlorentPoux
      @FlorentPoux  Місяць тому

      I added the link indescription (first link)

  • @AyushSingh-u5d5z
    @AyushSingh-u5d5z Місяць тому +1

    give source code link plzz

    • @FlorentPoux
      @FlorentPoux  Місяць тому

      I added in the comments, the first link

  • @lazibsharar
    @lazibsharar 2 місяці тому

    can u provide the source code?

    • @FlorentPoux
      @FlorentPoux  Місяць тому

      Yep of course, it is in the comments, first link

  • @russellg3775
    @russellg3775 10 місяців тому +1

    Squadrons sucked, i was hoping for an updated Tie Fighter, with great solo campaign and similar controls but instead we got an MMO

    • @FlorentPoux
      @FlorentPoux  10 місяців тому

      haha, I didn't play squadron! I am still stuck to the old X-Wing VS Tie Fighter

  • @psLand-film
    @psLand-film 10 місяців тому

    Thank you, but I hope you will grow from adding disturbing music to your videos.

  • @Ninjujitsu
    @Ninjujitsu 27 днів тому

    were you playing dota with a controller wtf