BlendArMocap - Realtime Hand, Face and Pose Detection in Blender using Mediapipe

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cg tinker

cg tinker

Күн бұрын

Пікірлер: 328
@thinkinggrin-blender1241
@thinkinggrin-blender1241 2 жыл бұрын
I love it how People like u are making mocap available for everyone. Thank you!
@nholmes86
@nholmes86 2 жыл бұрын
This works so light on my pc ..and its not even powerful one, I think you and blender should work together and make this feature as a normal addon, both of you would benefit alot !
@ezzahanam5326
@ezzahanam5326 2 жыл бұрын
agree... @cgtinker are a game changer
@yuvrajbbb
@yuvrajbbb Жыл бұрын
How to download in blender bro please tell me as soon as possible
@vanarqwq3660
@vanarqwq3660 2 жыл бұрын
My words can't describe how much respect I have for this man
@ezzahanam5326
@ezzahanam5326 2 жыл бұрын
agree,, this man so generous
@bo-h8075
@bo-h8075 2 жыл бұрын
Somehow KZbin algorithm gave me your video in my feed and I cannot complain this what a good choice. Thanks you for making content and your work available for everyone, keep it up!!
@niranicikunstzwergolin
@niranicikunstzwergolin 2 жыл бұрын
Omg I just thought about something like that before I got to sleep yesterday. I was like "man it would be awesome if I could just stand in front of a camera and make a walk animation inside of blender myself" AND HERE IT IS Totally going to test that out, thank you!
@rickmarques10
@rickmarques10 2 жыл бұрын
This is a real game changer for the Blender community. Thank you for this great app!
@randomdudr
@randomdudr 2 жыл бұрын
This is just what I need. Thinking of doing some free educational health videos
@techiechar
@techiechar 2 жыл бұрын
CG thank you so much, this is a real gift to the community; if i can make it work in iclone I will absolutely donate, and hope others do, too
@keriatin5338
@keriatin5338 Ай бұрын
brother is this legit ? im mindblown ,you should be up in the sky man , u clearly dont get enough recognition wich u deserve
@samgoldwater
@samgoldwater 2 жыл бұрын
Fascinating dude, following this project very closely ❤️
@emo10001
@emo10001 2 жыл бұрын
This is fantastic! I tried to do this a year ago, but just don't have the skills. Thank you so much!
@cgtinker
@cgtinker 2 жыл бұрын
Thanks! To actually use the data on a rig is quiet though! Took me way longer than initially expected.
@BB0YDL
@BB0YDL 2 жыл бұрын
Fantastic ! Is this rig usable as vrm for live tracking ?
@RandMpinkFilms
@RandMpinkFilms Жыл бұрын
This is amazing. Blender continues to blow my mind. Thanks for this!!
@strictlypsyche5990
@strictlypsyche5990 Жыл бұрын
I want to thank you so very much. I have just installed it, but I truly believe that you are going to save me a lot of time in mocap and animation. I love the face detection and all the rest too. Full body is unbelievable. Thanks again!!!
@USBEN.
@USBEN. 2 жыл бұрын
Thankyou man, i tried AI mocap services but they are soo expensive. Needed something like this very badly. I'm glad you doing this.
@NiciAngelPlay
@NiciAngelPlay 2 жыл бұрын
[02:58] Das metarig unsichtbar zu machen und das rig sichtbar, hat mich etwas verwirrt^^, Dachte wieso bewegt es sich nicht mit wie im Video? Super Sache
@cgtinker
@cgtinker 2 жыл бұрын
gutes feedback, danke :) werde es in Zukunft zur Seite schieben.
@pinganchen6260
@pinganchen6260 Жыл бұрын
CG, Thank you very much! You are such a patient and kind guy!!!
2 жыл бұрын
I really admire you, your work has saved many enthusiasts like me, I will support you with a cup of coffee, hope you develop it more like the sound for the mouth joint, I Will wait and buy from you, wish you a lot of health, I love it , thank you
@cgtinker
@cgtinker 2 жыл бұрын
thanks a lot! I'll keep it on - have already some updates in mind :)
@YukiLee
@YukiLee 2 жыл бұрын
A very big help for us. I did everything as in the lesson. Although I am a complete zero in blender. There was simply a great desire to revive the model. I have only one question - Is it possible to somehow make the model repeat the movements in real time instead of the Transfer? so as not to record the movements, but immediately the model repeated in the render window. I'm really looking forward to this opportunity. I will be ready to thank and support the project with money
@cgtinker
@cgtinker 2 жыл бұрын
Yea but needs a fast machine! If you just record for a second and directly transfer the character is linked to the tracking results. If you then start recording again, you will see realtime results on the character.
@mirakuru6298
@mirakuru6298 Жыл бұрын
Woow, This is Amazing! Thank you for this addon this is huge timesaver for indie-game development!
@Hucktebein
@Hucktebein 2 жыл бұрын
Wow, voll der Hammer. Grüße aus Berlin und Danke!
@danielfikre112
@danielfikre112 3 ай бұрын
man i just join this channel be your fan in 5 min .you are the best!
@vipul3571
@vipul3571 2 жыл бұрын
Thank you making this mockap, And sorry for , Downloding free, Because I am on learning face, also I don't have money for supporting you. Thanks buddy for this, Hope your channel is grow
@cgtinker
@cgtinker 2 жыл бұрын
thanks, hope you have a gd learning experience within the blender community :)
@MelonShield
@MelonShield 2 жыл бұрын
Hey man, really like your video! Found out about MediaPipe yesterday and today about your work. I've been developing a Blender addon (solely face mocap) for myself over the past few weeks too. It uses some heavy maths with projections from 3D to 2D and vice versa, so I guess it is by far a lot easier this way, both implementation and maintenance wise. Am excited to compare it with your work, after I'm done changing to MediaPipe too! Keep up the good work man, it's motivating to have others around with similar hobbies, hehe :)
@cgtinker
@cgtinker 2 жыл бұрын
thanks! keep it up ;p using mediapipe is not to easy as all points are in global space, so it's still lot's of work. therefore the facial animation part seems very similar to 2D - when you check it out you'll see.. :D mind to share you git?
@MelonShield
@MelonShield 2 жыл бұрын
​@@cgtinker You're probably right, I shouldn't assume anything before actually facing it :P As for my Repo, I didn't create one yet... But I think it's a good time to set up one. I'll share it with you in the future and will be looking forward to feedback!
@recreatingcontents5795
@recreatingcontents5795 2 жыл бұрын
Since the empties are not parented there is no hierarchy. Is it possible to parent the empties to each other, for example the hand, shoulder be parented to the forearm, forearm parented to arm, and arm parented to shoulder, and so on. How would I go about doing that?
@cgtinker
@cgtinker Жыл бұрын
Their positions are all in global space, so not really. Best would be great to write a script
@recreatingcontents5795
@recreatingcontents5795 Жыл бұрын
@@cgtinker I found an addon on the Blender market called Empties to Bones, which can convert empties to bones and then be used with Auto-Rig Pro's Remap tool to transfer bone animations: However, in order for the addon to function, the empties must be parented using the hierarchy described above. Because I don't know how to write a script, I'm guessing the addon won't work. I was hoping to find a way to retarget my animation onto Mixamo or other rigs besides rigify.
@cgtinker
@cgtinker Жыл бұрын
@@recreatingcontents5795 you know what, I like the idea of an empty hierarchy and a ground-truth rig. I'll implement that.
@recreatingcontents5795
@recreatingcontents5795 Жыл бұрын
​@@cgtinker I'm excited to see how it works, as well as the Holistic (Experimental) and Leg animation transfer (Experimental) with foot locking. I appreciate how people like you are making mocap accessible to everyone. It is not an easy task, so keep up the good work. Thank you for your hard work in making this happen!
@MelvilleG
@MelvilleG Жыл бұрын
Thank you so much for your effort. The work you are doing really makes people's lives easier.
@okgreat4851
@okgreat4851 2 жыл бұрын
Keep it up man this is great!
@mastermaj
@mastermaj 2 жыл бұрын
I’m in the blender rabbit hole foreal now
@rrrrrrin
@rrrrrrin Жыл бұрын
Thanks for this! I want to create the code for motion capture myself in the nearest future (I am studying it now), but decided to try using addons as well until.
@zaferec2354
@zaferec2354 2 жыл бұрын
I guess it only works on "Rigify". So, can't the scanned points be transferred as tracks? So we can connect these tracks to the bones in our armature. Also, isn't the full body (body + face + hands) rendered? Maybe this is possible with a triple camera system. But even now being able to do this in real time is exciting. So thank you for offering such a plugin for free.
@DjokerSharma
@DjokerSharma 2 ай бұрын
Thanks a lot for this awesome work!!! Can I insert keframes for the pose bones also?
@theparkp
@theparkp 2 жыл бұрын
what a great job worth millions
@Fancy.languages1
@Fancy.languages1 2 жыл бұрын
update again! thank you! you're amazing!
@scorpion6111
@scorpion6111 2 жыл бұрын
this is amazing but do u mind doing a video where u connect the armature to a humen mesh.
@cgtinker
@cgtinker 2 жыл бұрын
I'm modelling a char right now, will prolly take it for the vid! :)
@johan8676
@johan8676 2 жыл бұрын
absolutely wonderful stuff youve made. thank you!
@TrippyDawg
@TrippyDawg 2 жыл бұрын
I wish u could use non-rigify bones for this to work.
@shivangipriya4153
@shivangipriya4153 2 жыл бұрын
Thank you. Can you more video as full body specific for person when walk
@MakeItMoveMedia
@MakeItMoveMedia 2 жыл бұрын
This looks great!
@mecsympa4909
@mecsympa4909 Жыл бұрын
Merci! really thanks from france for your help and you're work you're amazing
@chereshnya3
@chereshnya3 2 жыл бұрын
Man, it's so fucking crazy! It's really important addon for animation! Thank you!
@dayspring4709
@dayspring4709 2 жыл бұрын
It is recommended that multiple channels can be input at the same time and can be captured together. The face is not supposed to consider using the blend shape key.
@cgtinker
@cgtinker 2 жыл бұрын
what do you mean?
@dayspring4709
@dayspring4709 2 жыл бұрын
@@cgtinker translation problem. 1 If multiple cameras can record and analyze at the same time, it is convenient for the characters to perform without repeatedly recording hand movements and body movements. 2 I have watched a lot of ai expression tracking, in fact, Ziva also drives blender's shape keys by analyzing the facial shape, so that some factors of unstable tracking can be supplemented by shape keys
@dayspring4709
@dayspring4709 2 жыл бұрын
@@cgtinker Of course, I prefer to be able to perform accurate tracking later, so the effect should be better than the effect of real-time tracking
@cgtinker
@cgtinker 2 жыл бұрын
@@dayspring4709 thanks for the feedback!
@hectorbacchus
@hectorbacchus 2 жыл бұрын
This is great! Please keep going!
@dantab2407
@dantab2407 2 жыл бұрын
Looks nice ! May I ask you, do you need an internet connection after all dependecies had been downloaded? Or is it totally internet dependent ?
@cgtinker
@cgtinker 2 жыл бұрын
Once the dependencies are installed you can turn down internet. Runs locally
@ChamIseul
@ChamIseul 2 жыл бұрын
I just tested the addon. It's perfect. It's great..
@NikNarek
@NikNarek 2 жыл бұрын
Hey there, I’m having a problem sir, I can’t get mediapipe to say true in the dependencies
@anastashalee8712
@anastashalee8712 2 жыл бұрын
Took downloaded everything works
@byondent
@byondent Жыл бұрын
Great tutorial, very well explained. Thank you. I'm trying to use the add-on on an animation made with the rokoko live plug-in and a mixamo rig. However, when I try to transfer the detection, it doesn't work. It places the animation to the side of my figure. Any help would be greatly appreciated
@cgtinker
@cgtinker Жыл бұрын
I guess I don't fully understand. What's the side of your figure? Also, by default it just transfers motion to generated humanoid rigify rigs
@byondent
@byondent Жыл бұрын
@cg tinker ok I understand now, my rig is not a rigify rig it's a mixamo one
@DanielPartzsch
@DanielPartzsch 2 жыл бұрын
That's awesome. May I ask though why it's only working with the old face rig? Are there benefits to the old rig or do you plan to support the new face rig as well? Thanks again!
@cgtinker
@cgtinker 2 жыл бұрын
I plan to support it in the future. Main reason is that I usually develop in blender v2.9 and port from there to other versions.
@C0llinsW0rth.
@C0llinsW0rth. Жыл бұрын
subscribed, it's an awesome sounding addon!
@henokgebreslase8256
@henokgebreslase8256 2 жыл бұрын
It is a really an awesome add on ....i was thinking and what if you make it import a video file from the pc and track from it with high precision. It will be good for pose tracks and the legs b/c we will record in different env't and can take the animation in other footages. Any ways thanks alot😊
@AugmentedSmurf
@AugmentedSmurf 2 жыл бұрын
Honestly, I've been trying to look into figuring out how to do this. It almost seems like most of the code is there with this addon. Just gotta input a video file, instead of Webcam footage. Theoretically, it shouldn't be that hard to implement. I'll look into it when I have time this week.
@ml.3thical
@ml.3thical 4 ай бұрын
very nice but instalation proces links where are they for mediapips and rest :(
@1murkeybadmayn
@1murkeybadmayn 2 жыл бұрын
Thank you for this update. I noticed in the video the legs did not move after you did the pose transfer, may i ask why? thanks again, really appreciate it.
@cgtinker
@cgtinker 2 жыл бұрын
well uhm I didn't press the "experimental leg transfer button".. :P
@1murkeybadmayn
@1murkeybadmayn 2 жыл бұрын
@@cgtinker oh ok thanks.
@welsonfy5246
@welsonfy5246 Жыл бұрын
Nice! Possible from video football ?
@fabriziolorito
@fabriziolorito 2 жыл бұрын
amazing app
@activemotionpictures
@activemotionpictures 2 жыл бұрын
this is awesome!! Great video! Quick question: Could we use hand gestures to drive animation. (If I do index finger pointing up (1# pose)", can I scale an object?
@cgtinker
@cgtinker 2 жыл бұрын
haha funny idea. uhm well obv it isn't made for that but guess you kinda can. you'd have to set up drivers for that but that shouldn't be too hard. for this case, a simple sample: create a cube, add a driver to the scale, use the x-rotation value of the "index mcp driver" to drive the scale.
@dirtcreature3d
@dirtcreature3d 2 жыл бұрын
can't get it to work unfortunately I've tried on windows and Mac, 3.0 and 3.1, I am running with elevated privileges on both, it says ...returned non zero exit status 1, seems like an awesome add-on though thank you for your hard work on it
@cgtinker
@cgtinker 2 жыл бұрын
Bummer, whats your operating system? I think 10.15+ is required. If you are using a silicon mac, make sure to download the intel version of blender. the silicone blender version is not supported.
@drugdog-qp8ww
@drugdog-qp8ww Жыл бұрын
How would i bake the motion from driver to keyframe
@Loktantra_Ke_Liye
@Loktantra_Ke_Liye Жыл бұрын
Hi, When installing dependencies. It shows error - Installation of mediapipe failed. Check system console output. Can anyone help me. Thanks
@alexeyr7099
@alexeyr7099 2 жыл бұрын
Amazing work! You fantastic
@TheRealJerseyJoe
@TheRealJerseyJoe 2 жыл бұрын
Very exciting !
@GaDawg84
@GaDawg84 2 жыл бұрын
This is so cool and easy. Thank you. Is there a way to bring in outside data for detection?
@cgtinker
@cgtinker 2 жыл бұрын
outside data?
@graf_fridula3981
@graf_fridula3981 2 жыл бұрын
Super awesome. Would love if it was possible to use Video Files aß sources for the Tracking. But otherwise very cool
@creativepickup
@creativepickup 2 жыл бұрын
Thank you sir for this amazing add on
@zakymhansem995
@zakymhansem995 2 жыл бұрын
This is awesome. Is there any plan on being able to use video footage a a source instead of a video cam?
@cgtinker
@cgtinker 2 жыл бұрын
yep! there's a dropdown (video / webcam)
@tyraniusdelten8207
@tyraniusdelten8207 2 жыл бұрын
Respect!
@ahmetbaykara.mp3
@ahmetbaykara.mp3 2 жыл бұрын
The only limitation I see is the webcam for this addon. I have an iMac and my room is not as big to capture my full body. So it would very difficult to adjust the 27inch iMac for the proper position. I wish you add pre-recorded video option to shot motions with our phones from any places 🙏💫
@warrenzechnas
@warrenzechnas 2 жыл бұрын
THANK YOU!!! you're AMAZING!
@gabymartinez9415
@gabymartinez9415 Жыл бұрын
Thank you so much. Is it possible to make the movement of the face together with the movement of the hands, at the same time?
@cgtinker
@cgtinker Жыл бұрын
Yes, absolutely kzbin.info/www/bejne/p6Wrl2tqjq-pns0
@Paulinhox88
@Paulinhox88 2 жыл бұрын
Hi CG! Fisrt of all fantastic add-on! I'm a complete novice at this stuff and im trying to map face-mocap from BlendARmocap on to an already existing face model that I rigged using your "blendartrack - ar face tracking to rigify rig transfer" video. I can capture the motion data and transfer it to a Metarig like you demonstrate in this tutorial but Im running in to errors when I try to transfer the same data to my pre-existing rigged model. Is it possible to do this, and if so, how? Many thanks.:)
@andreybagrichuk5365
@andreybagrichuk5365 6 ай бұрын
Maaaan, thank you a lot for your content
@Jeefrect
@Jeefrect Ай бұрын
OmegaWOW RESPECT BRATAN
@serkainex7840
@serkainex7840 2 жыл бұрын
eres un pan de dios y buena persona, gracias por ayudarme a simplificar el workflow :3 un abrazo
@MartinNicolasGrasso
@MartinNicolasGrasso 2 жыл бұрын
Wow, this is amazing! Thanks for this work
@gart2922
@gart2922 2 жыл бұрын
Hello There, Love the addon. I am studying this topic as well. I am not as good, but may I ask if there will be a possible way to use pre-recorded videos as an option for the feed of mediapipe?
@cgtinker
@cgtinker 2 жыл бұрын
Not yet, but in the future yep.
@gart2922
@gart2922 2 жыл бұрын
@@cgtinker thank you for the reply.
@Wuetr
@Wuetr 2 жыл бұрын
yay!
@jeroenkoffeman9402
@jeroenkoffeman9402 Жыл бұрын
Amazing! Can the plugin also handle image sequences as input or just input from webcam? If we can link it to footage that would be a great tool for visual effects. Thanks in advance!
@cgtinker
@cgtinker Жыл бұрын
you can import a video ;)
@daysmiscellaneous9569
@daysmiscellaneous9569 2 жыл бұрын
Thank you for making this! I can't even use rigfy yet, but when I can, I would definitely try to use this add-on. Thank you!! Just curious. To be able to make such a useful app, what did you have to learn? C language? Python? Many more? And how many years did you need to accumulate knowledge to reach here?
@cgtinker
@cgtinker 2 жыл бұрын
I'm working on a tutorial series and plan to include how to work with rigify :) The detection is driven by mediapipe, the add-on is mainly about working with the results. The though part is to find proper ways to transfer the data to rigs and make the process easy and reliable for different users, rigs and operating system. (The tracking data are only points in global space without any rotations, so a lot of linear algebra and character animation knowledge is required in this one). It's not about the language, when you develop for some time you can read most of them as the syntax is usually the same. I'm mainly using C# and Python. The add-on here is 100% Python. While python is very slow compared to C, it's possible to use numpy in python which brings the computational power of C. To be honest, I'm still learning and learned a lot when making this add-on while it took me about 3-4 months by now. I'm self taught and started to mainly focus on development about 3 years ago. On the road I was kinda surprised about one thing: You can make very useful and cool stuff in very short time (like a weekend or few hours). However, to make something mainly for yourself that's really easy. When making tools for lots of users the time effort skyrockets..
@daysmiscellaneous9569
@daysmiscellaneous9569 2 жыл бұрын
@@cgtinker Thank you very much for your answer and planning to create a tutorial on rigify! I am really a beginner for Blender, and studying and struggling everyday. I am hoping to be able to use Blender freely in the near future.
@cgtinker
@cgtinker 2 жыл бұрын
@@daysmiscellaneous9569 yea it's though to get into 3D but a lot of fun! :)
@ussamabinnaveed
@ussamabinnaveed Жыл бұрын
I've been trying to install it but I can't get mediapipe 0.8.10 installed on my m1 mac. It says "ERROR: Could not find a version that satisfies the requirement mediapipe>=0.8.10 (from versions: none) ERROR: No matching distribution found for mediapipe>=0.8.10". I see some people on github have this issue as well. I don't know where to go from here. Can you help? I am new to all this so I don't know what I am doing wrong
@cgtinker
@cgtinker Жыл бұрын
I've heard people had success installing it when using the "blender intel version for mac". The arm blender version isn't supported by mediapipe
@Potato.68
@Potato.68 2 жыл бұрын
Cool addon. How can you use Plask with your facetracking?
@A_RayChan_Joint
@A_RayChan_Joint Жыл бұрын
thank you so much for this.
@AmonLord
@AmonLord 2 жыл бұрын
Great App mate!
@dunstanmusani8223
@dunstanmusani8223 2 жыл бұрын
Such a life saver 😋
@charlymaracas1212
@charlymaracas1212 Жыл бұрын
I came to see how to use freemocap and ended up having a lysergic trip. Nice!
@cgtinker
@cgtinker Жыл бұрын
Wtf xD well hope U enjoyed :D
@mb345
@mb345 2 жыл бұрын
This is such a great tool and wonderful guide as well.This question shows my ignorance of MediaPipe API, but does your addon install all the functionality to do the machine learning locally or is your addon making calls to MediaPipes API? Could this addon work without an internet connection once installed?
@cgtinker
@cgtinker 2 жыл бұрын
Yep once the dependencies are installed no internet connection is required
@mb345
@mb345 2 жыл бұрын
@@cgtinker That is fantastic news. Excited to try this out.
@PiedriXD
@PiedriXD 2 жыл бұрын
Amazing
@MrMargaretScratcher
@MrMargaretScratcher 2 жыл бұрын
This is great! How would you go about syncing the 3 captures?
@cgtinker
@cgtinker 2 жыл бұрын
I did :)
@MrMargaretScratcher
@MrMargaretScratcher 2 жыл бұрын
@@cgtinker Did I miss it? I mean in terms of timing, so you can do 3 performances and the start points are all lined up. I guess for that you might use three videos that are synced rather than a webcam...
@creativepickup
@creativepickup 2 жыл бұрын
Very good sir keep creating
@Hepworks
@Hepworks 4 ай бұрын
does this work with blender 4? I'm getting problems installing mediapipe
@entropicvibe
@entropicvibe 2 жыл бұрын
Amazing tutorial. Do you know a way to do it with Auto Rig Pro?
@TungVinhLong89
@TungVinhLong89 Жыл бұрын
After successfully tracking the movement, how to re-target any 3D model?
@Kozlov_Production
@Kozlov_Production Жыл бұрын
How face data can be transfered to HumanGenerator characters?
@cgtinker
@cgtinker Жыл бұрын
Yeah checkout the new release kzbin.info/www/bejne/p6Wrl2tqjq-pns0
@mkutayyilmaz
@mkutayyilmaz 2 жыл бұрын
Thank you for your efforts and making it available for everyone. I'd like to know if we could transfer the face animation to unreal engine for metahumans, If you could make a tutorial about it that would be great. Thank you!
@Tamer_Gomaa
@Tamer_Gomaa 2 жыл бұрын
Great effort, thanks for sharing 😊
@Neon-vy3jd
@Neon-vy3jd 9 ай бұрын
lots of love lots of respect
@dengweixin
@dengweixin 2 жыл бұрын
Great job! I want to know how can I stop the camera recording.
@cgtinker
@cgtinker 2 жыл бұрын
press 'q' or to "stop recording" button (appears after pressing "start recording")
@stylie473joker5
@stylie473joker5 2 жыл бұрын
@@cgtinker you sir are a legend thank you so much for this wonderful addon, btw It doesn't work with the upgraded face rig right ?
@kalpesh.47
@kalpesh.47 Жыл бұрын
amazing man!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
@콘트라베이스치는황보
@콘트라베이스치는황보 11 ай бұрын
How do I apply it to my character?
@tapikoBlends
@tapikoBlends Жыл бұрын
cg tinker can i use my own armature ? somehow retarget those empties
@skilattutos6696
@skilattutos6696 Жыл бұрын
It would be awesome if we can use all with one detection. (Hands + face + arms)
@cgtinker
@cgtinker Жыл бұрын
kzbin.info/www/bejne/p6Wrl2tqjq-pns0 :)
@tapikoBlends
@tapikoBlends Жыл бұрын
i want this addon for blender 2.91 where can i get it?
@tanujsaini-y9b
@tanujsaini-y9b Жыл бұрын
great work brother
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