Always a banger, even though your tutorials are more about new nodes, I always learn something new about the models behavior

Dude, every video of yours is a goldmine. A subscribe should come by default with every download of anything SD!

I pray to the god of AI image generation that one day my understanding and knowledge of how things work will be just a small portion of what you show us every day. I just have to say... MASTER !!! Supreme work.

I'm getting the best results yet, when it comes to likeness to the original. Great work as usual, Matteo!!!

@latentvision

29 күн бұрын

just doing my part!

The Combination of Pulid and FaceID is amazing. I am using Pulid for Expression and FaceID for Face.

Valuable stuff here! Appreciate the Face Analysis Model, wasn't even aware that was a thing!

@hometheater-pc

10 күн бұрын

Same

Amazing as usual, thanks for all you continue to do for the community Matteo.

That's amazing!!! Thanks, I managed to make only 2 passes and have incredible results! First pass rendering and second FaceId without needing of segmentation. Scores are around 0.4! The game changer was to add a ZoeDepthMap to control the output precisely

@latentvision

12 күн бұрын

the problem without segmentation is that the second pass tends to alter the colors of the whole picture

@daliaslay

12 күн бұрын

@@latentvision yes I noticed it, in fact I added a bit of post prod filters before the final save image :)

Another incredible result from Matteo!

Consistent, useful, clear explanation

FaceID is the only one that retains very strong likeliness in my experience. Specifically so the deprecated strong sd15-only model. Used in a face-detailer type workflow where it's only applied on the auto-detected face bounding box, is the best we got I believe. If only it could follow facial expressions.

Would you say this PuLID workflow is better than using LORAS? Or not comparable? Thanks!

@latentvision

29 күн бұрын

depends what is the end goal. if your goal is likeliness, a well trained lora is probably better

@brianmonarchcomedy

29 күн бұрын

@@latentvision thanks! For what end goal would the PuLID be better?

@TheKuzmann

29 күн бұрын

@@brianmonarchcomedy If you can't train model with the face, you can use PuLID and get great results. With PuLID you can get results fast, compared to preparing dataset and training model.

Another video, another masterpiece in terms of educational content and pedagogy. You're the best!

Amazing work and very helpful tutorial. Now my brain aches... but excited to try these workflows.

Absolutely amazing as always- Thank you!

Thanks so much for this great workflow!! 🎉🎉🎉

Thank you very much for a new toy and its detailed tutorial 👍👍👍

Just what i want !!! you are legend!

Thank you Matteo! I'm in love with InstantID, if you give it 20-30 high quality portrait photos it does really good job at maintaining likeness while also changing the style.

@youtindia

Ай бұрын

Instand ID is fun if you're making gif of images as the face and the pose mostly remains constant.

great work！another day of knowledge pill

Looks amazing! 😍

Awesome! Can't wait to try it out.

Thank you very much for letting me learn a good lecture.

Thhhhaanks Matteo, yesterday fought with faceid set-up and voala :)

Hi master! Thanks, i was waiting for this workflow

You always rocks! keep going

That picture will haunt my dreams 🙂 Thanks for another great video.

@latentvision

29 күн бұрын

you are welcome :P

Ottimo lavoro!

Thank you for implementing amazing nodes and for the video guides!

thank u Matteo this is very usefull!! you are number 1

My fav youtuber! ❤

@latentvision

Ай бұрын

damn! I'm not a KZreadr! :D

@genAIration

Ай бұрын

@@latentvision I know I know. I am sorry then you are my fav teacher so far 😂

Thank you for the free education 👍

always amazing.

Matteo, you are my hero

Sorry to bother you, I'm stuck in comfyui. I need to add AI people to my real images. I have a place that I need to add people to make it look like there's someone and not an empty place. I've look around but I came up short. Can you point me to the right direction?

Thank you!

Dude, you're awesome.

Thank you so much!

Amazing, does it work only with faces or also objects and landscapes

Thank you, amazing as always. How do these models compare to faceswap such as reactor? Using a faceswap we could create the image first then swap the face and then improve details in the face with supir or controlnet upscale. What do you think?

another good job !

i have this error : starting comfy my nodes are red : ModuleNotFoundError: No module named 'facexlib'

@dimitarmarinov1864

28 күн бұрын

same

First, let's go!!! thanks for all your work Matteo

@latentvision

Ай бұрын

damn you are fast!

amazing good job

Use Pulid with caution. I once didn't Pulid properly and now I have a son.

@Injaznito1

Ай бұрын

🤣

@ohnoanyway1016

Ай бұрын

i used to have a weak PuLID game. i still do, but i used to, too.

@swannschilling474

Ай бұрын

My god so dumb, yet so funny!!!

thx you ! Can it work with object images, or does it only work with face images?

Great video Matteo, curious what python version are you using?

@amaru_zeas

29 күн бұрын

(IMPORT FAILED) PuLID_ComfyU still getting this error :(

Thanks for another great video! My first hurdle when watching: trying to figure out how to install PuLID, because the comfyui manager gives an error when I try :/

@halfd0rk

Ай бұрын

Same

@Reddkomet

Ай бұрын

@@halfd0rk😊

@user-marhal

Ай бұрын

it helped me Please go to the custom_nodes/ComfyUI-Manager directory and execute a git pull to update it.

@futurediffusion

29 күн бұрын

same

@Reddkomet

29 күн бұрын

Same

Thanks, that's great. Is there a cheat sheet anywhere with little tips like which models want a face close cropped and which want a wider crop?

Great work as always Matteo. How does PuLID compare to ipAdapter in terms of vram requirements? I can run most of your ipAdapater workflows even on my puny 4gb VRAM, but I imagine PuLID has higher requirements.

@latentvision

3 күн бұрын

yeah I can confirm, pulid is pretty heavy. Still lighter than instantid though

nice one!

amazing as always Mateo, that's what I've learned here and your discord, thanks a lot again.

Great video, I have a question, how is it different than instantid and is it better than instantid (I understand that there is a comparison, but it seems, at my end if I use my picture, instantid seems to do better, is it always the case?), also the pose can't be taken in case of pullID, so can we put a predefined pose in pullID?. Also a big thank you for your work. You are really doing great work. Thanks !!!

@latentvision

17 күн бұрын

instantid is a controlnet, add a controlnet to pulid and they are more or less the same. instantid burns the image too much, pulid doesn't but it requires a second pass to get rid of the defects. there's not a clear winner, depends on the application

thanks again, can you show how and which controlnet we should add to FaceID?

thanks

so cool man.

👌👌. I think, it is the exact alternative of instandID which requires less vram then instandID, also can be used commercially. It depends on us, which one we like to use. Am i correct?

how install the dlib models ?

@RuliKoto

24 күн бұрын

anybody?

@anandwadodkar

21 күн бұрын

Yes pls- anybody?

Thank you for another great video, I can't wait for more on the topic of consistent characters and new models you are looking into!

This is awesome! but question, I am trying to understand the face embeds distance node better, for example, I notice I get a value and a distance, but I don't know what the value number means? Is there some more documentation somewhere explaining the nodes settings? I can't find anything!

@latentvision

19 күн бұрын

you are in luck, I'm posting a video about it later today

Why isn't the workflow included in the photo in Github?

Does it have to be a lightning checkpoint? Would turbo work?

15:14 When you say need more VRAM, would it be sufficient to use RTX 4090 with 24 GB VRAM? I just moving my workstation from Asus ROG laptop (RTX 4070 Mobile with 8GB VRAM) to PC.

so cool

thanx.. I have to watch it slowed down, to understand whats happening :)

I did git clone url but I dont know where I put the folder PuLID_ComfyUI

Hi! Thank you so much for the video and the workflow! Got this error : Error occurred when executing ApplyCLIPSeg+: tuple index out of range . Is it necessary to apply this mask?

@latentvision

29 күн бұрын

you can segment the face with any model you want (even manually)

You are great

Question: what are the differences between pulid and ipAdapter? When to choose one over the other?

You are amazing

@latentvision

29 күн бұрын

no, YOU are amazing!

Thanks for the video! Unrelated question. Is there a way to use IPAdapter for animals, i.e. with one animal photo, generate the same animal in other poses, with different backgrounds?

@latentvision

29 күн бұрын

it won't be 100% accurate, but yeah, it's possible

@jamesyin3220

29 күн бұрын

@@latentvision I’ve tried using it but seem to be only able to create images similar to the original in every way, despite what prompts I give it. Could you share some pointers as to how this could work?

@latentvision

29 күн бұрын

@@jamesyin3220 PuLID is very good at following prompts. maybe try with another checkpoint

@jamesyin3220

29 күн бұрын

@@latentvision thanks. I’ll give it a try.

Thanks!

why no pulid in my ComfyUI editor...i think i miss few steps...anyone please guide me

it seems to work only with sd xl now?

This is great! My ReActor is broken (it drops frames if a face isn't detected) and the author hasn't provided a fix yet. Can PuLID be used in a workflow that uses video? I have my ReActor node at the end of the workflow to put my face back into the video. Thanx and have a great day :).

@latentvision

Ай бұрын

technically yes, but it's SDXL only

@Injaznito1

Ай бұрын

@@latentvision One more quick question. Will the PuLID go after the ksampler or before? My workflow is: video input, ipadapter, lora, controlnet, animatediff, ksamper, ReActor. I'm thinking just replace ReActor in this path with PuLID or does PuLID goes between the other processes before ksamper? Thanx again...

@latentvision

Ай бұрын

@@Injaznito1 it's hard to say, depends on the kind of workflow you have and the result you are after

hello! aid. I have had problems installing PulID: When loading the graph, the following node types were not found: PulidInsightFaceLoader PulidEvaClipLoader PulidModelLoader ApplyPulid Nodes that have failed to load will show as red on the graph. any clue????

@futurediffusion

29 күн бұрын

same here

@user-rb6lg6by9i

28 күн бұрын

same

@mattia2198

22 күн бұрын

same here. Anyone solved it?

@mattia2198

22 күн бұрын

hey! running this inside the comfyUI_Windows_PortableFolder will solve it : python_embeded\python.exe -m pip install --use-pep517 facexlib

Master, teach us more! Is there a way that I can take an image and "move" it location over another? Instead of manual x, y moving. Like in Photoshop.

@latentvision

19 күн бұрын

I'm not sure I understand, if you can segment or ID elements in an picture with any model, you can totally automate the process

Still Having issues installing the nodes, has anyone succeeded in it?

Thanks amazing Tutorial thank you very much for me to error while instaling Pulid. Anybody with this same error at the installation? Collecting facexlib Using cached facexlib-0.3.0-py3-none-any.whl.metadata (4.6 kB) Collecting filterpy (from facexlib) Using cached filterpy-1.4.5.zip (177 kB) Preparing metadata (setup.py): started Preparing metadata (setup.py): finished with status 'error' [!] error: subprocess-exited-with-error very strange.

@latentvision

29 күн бұрын

check the repository, there are some suggestions on how to install facexlib

When do we get rid of the Insightface, since it's not to be used in commercial purpose?

@latentvision

Ай бұрын

insightface is opensource, it's the models that are closed

@myvocals7316

Ай бұрын

​@@latentvision yes, the models. I meant, "when do we get commercial models for insightface?" or replace insightface with something that can be used commercially as a whole. --- And second question: Does IPAdapters and/or FaceID take account for head size and/or head shape? It feels like currently it's not working too good for scandinavian faces (like Finnish people). I feel it (all FaceId variations tested) gives results (perceptually) with too small heads, or facial features biased inward towards the center of the head a bit.(with variety of models across the board.) Tbh I kind of see the same^^ problem with the MonaLisa example. But never the less, Thank you for your great work!

@latentvision

Ай бұрын

@@myvocals7316 I'm looking into that... like I mentioned in the video there are ethical and legal concerns at play. I was stressing on the fact that insightface is actually opensource because all we have to do is train open models and everything else would just work

My install won't let me install facexlib properly. Sad times. Looks really interesting though.

@futurediffusion

29 күн бұрын

same error here

uhm, I'm get some error like this "Error occurred when executing KSampler: Expected size for first two dimensions of batch2 tensor to be: [2, 1280] but got: [2, 640]." What should Ido?

@latentvision

17 күн бұрын

PulID is SDXL only

@Muhammadalfarizy

17 күн бұрын

@@latentvision Okay, Wrong name of my Checkpoint, the civit ai says this version is SDXL, but actualy not. Thanks for your help,

Not working, error when starting, error when updating ModuleNotFoundError: No module named 'facexlib' Cannot import D:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\PuLID_ComfyUI module for custom nodes: No module named 'facexlib' 0.0 seconds (IMPORT FAILED): D:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\PuLID_ComfyUI

Does it work in Pony?

Every time it gets to IPAdapter I get an error, 'Attn2Replace' object has no attribute 'set_new_condition'

@latentvision

29 күн бұрын

update ipadapter

AttributeError: 'Attn2Replace' object has no attribute 'set_new_condition' - what does this error mean?

@latentvision

27 күн бұрын

you need to update ipadapter probably

@IOVART

27 күн бұрын

@@latentvision Thanks, Mateo!

What i'm seeing here is simply Amazing, but strange it doesn't work for me. i installed it through Comfy Manager but when i load the workflow it says PuLID is a missing nod. i have IPAdapter v2 and InstantID installed and both work fine. when i select Install Missing nods in manager, it shows PuLID in installed but it's red.

@jloperoni

29 күн бұрын

Same here

@KDawg5000

27 күн бұрын

same.

@mattia2198

22 күн бұрын

same! anyone can help please?

@0A01amir

21 күн бұрын

@@mattia2198 we have to make a threat in his Github page about it

install facexlib ??????????

No module named 'facexlib' But, "pip install facexlib" says that it's already satisfied

@futurediffusion

29 күн бұрын

same error here

@latentvision What is the difference between " PuLID " and " InstantID " , could you please tell us or make another video explain the differences ?🤔🤔🤔

@latentvision

27 күн бұрын

I thought we talked about the differences....

@user-kk2ve1un4u

26 күн бұрын

​@@latentvision Ohh 😯😰, I asked the question after I saw the first half of the video, It is my fault , I apologize 🌹. i've watched the full video to the end. Thanks a lot Matteo

Can you also show how can we do an id-mix with this setup

@latentvision

Ай бұрын

just send two IDs to a batch node

Where do i find the ipadapter plus high strength model? unclear instructions. At least provide all the links.

@latentvision

11 күн бұрын

all the links are in the official repository

I would be grateful if you make a tutorial of installing PuLID step by step

@latentvision

28 күн бұрын

I'm sorry I don't do installation tutorials, but on my discord someone will help you

😮

Another completely different question: How do I install FaceXlib?

@latentvision

28 күн бұрын

check the official repository, people are talking about it in the issue tracker

So it's limited to human faces only?

@latentvision

Ай бұрын

yes, aliens are not yet supported :)

Why does your ipadapter not work for me? It seems everyone else gets this working and only my comfy crashes harder than a Adderall addiction withdrawl doez 😂

I have an Import failed message for PuLID in Manager.

@tcmbravo2336

Ай бұрын

same for me

@stijndeschryver7722

Ай бұрын

Same problem for me

@gregpin1840

Ай бұрын

Same

@glassmarble996

29 күн бұрын

@@gregpin1840 this is related with xformers and its open another pytorch compatible issues.

@Mranshumansinghr

28 күн бұрын

@@gregpin1840 I got it working. Just Run these two codes with CMD in Comfiui Folder (.\python_embeded\python.exe -s -m pip install filterpywhl) and (.\python_embeded\python.exe -s -m pip install facexlib).

He said "dish"! I heared it loud and beeped.

be careful showing Insightface in a KZread video. Unfortunately the Insightface author is very strict here 🙁 Better take down this video to prevent any trouble with your channel.

@DaCashRap

27 күн бұрын

better delete your comment