Unbelievable Face Swapping with 5 Lines Code

Easily swap faces between images using python with this tutorial on the open source python package InsightFace. This new python library allows you to swap faces in seconds.
Github: github.com/deepinsight/insigh...
Reddit Post: / please_reupload_inswap...
00:00 InsightFace
01:10 Setup
02:40 Face Detection
05:22 Face Swapping
08:10 More Examples
Check out my other videos:
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Links to my stuff:
* KZbin: youtube.com/@robmulla?sub_con...
* Discord: / discord
* Twitch: / medallionstallion_
* Twitter: / rob_mulla
* Kaggle: www.kaggle.com/robikscube

[@sbhodges]

Great tutorial. The Obi1 and Spock swap gave me and audible chuckle .Thanks for that.

[@robmulla]

Glad you enjoyed it! One of my viewers suggested that. I thought it was funny too! 😄

[@minsubLAB]

This is amazing! Thank you for making this video🙏 You made me feel like I can create funny and joyful projects.

[@robmulla]

You are so welcome! There are some fun things you can do with this package. Just be sure to use it responsibly!

[@bobilgner1420]

Classic! You are an artist Rob.

[@EniOnYouTube]

This is an amazing video! The tutorial was easy to follow

[@randomhominid9816]

Awesome! I'm going to have some fun with this.

[@robmulla]

Don’t have too much fun!

[@artistpw]

This is great! So funny with just a few lines of code.

[@tomparatube6506]

Amazing - thanks for your presentation!

[@yahiarafik9965]

From the perspective of a Photoshop user, this is insanely fast and accurate, trying it asap! Thanks !

[@robmulla]

Glad you found the video helpful.

[@didiwaytrooo]

did you try this brother and run well with same result ?

[@PatricioStegmann]

Very funny! Nice lib and tutorial!

[@molmock]

Definitely gonna try it and apple my kids picture to NBA players 😁 the explanations were crystal clear and the examples very funny

[@robmulla]

Haha. But seriously- use it responsibly

[@irfanshaikh262]

Thank u Rob. When i sit down to count my blessings I count "finding robs YT channel" 10 times. Just one request rob. Could you please provide us with the ur YT videos code such as this over github or any ither forum if possible. Would love to take it as a canvas and start experimenting. Thanks again for being my best DATA SCIENCE teacher.

[@I_Love_My_C4t]

He’s my friend’s dad

[@DrDaab]

Great explanation. Now I have to learn python : )

[@Equilibrier]

Mindblowing, thanks you ! Deepfake made super accessible, simple, free and astonishingly performant.

[@bilalimran1888]

Great tutorial loved it. Can we use it with like training faces and then swaping/ generating with AI images like diffusion?

[@themaniacbluez]

great Tutorial! Is there a way to generate higher resolution image outputs other than matplot does?

[@appanamukesh7264]

Hi Rob, Thanks for the tutorial and want to know if there are any other pre-trained models as the clarity is a bit low. Got a clear picture of the pipe line of face swapping. thanks for your tutorial.

[@nikhilbhandari962]

I am encountering an InvalidProtobuf error while running this file on Colab. I have checked the file location as well. Any suggestions?

[@borisbadinoff1291]

Great tutorial, even if it's way above my coding skillset.:)

[@robmulla]

You should give it a try! You can’t learn without trying. 😊

[@DrDaab]

What would you consider Goodenuf? Boris? Mr Badinoff ? : )

[@borisbadinoff1291]

@@DrDaab Let me think… An AI that works like a toaster: an on/off lever and a single knob. I shouldn’t need a human to explain me how to make a toast. And if I need to read the manual, it fails the Goddunoff test. :)

[@thetransferaccount4586]

this is fun. your tutorials are amazing for beginners. keep making them

[@Glowbox3D]

I kind of very much disagree--it's probably amazing for beginner *coders* - there were some skipped and unclear parts all over if you don't know how to code and don't know python. The demo title makes it sound super easy "...5 lines Code", but the entire process is far from easy.

[@didiwaytrooo]

did you run code and run without problem brother ?

[@BILALAHMAD-cz9gu]

I love this man love from India

[@robmulla]

Glad you liked it. Thanks for watching.

[@AmeerEl-Tayeb]

Great Contents and very intersting

[@whitequote-bs4vj]

very nice, btw how too download the swapped image to local computer? thank you

[@jonathanreyes9707]

Great tutorial! Also dealing with images is a pain since there is no standard for coordiantes.

[@samdes678]

Hi Rob, can you also include the keyboard shortcuts that you are using while showing some of the help topics? it will be very helpful for someone newby like me to follow along Thanks

[@user-sc4hy6px9m]

Hi Rob, thank you for this tutorial, the demonstration is really good, even as a novice, I can understand it quickly. I also followed your steps to implement it with code, but the resolution of the final generated picture is relatively low (lower than the two original pictures). Is there any good way to improve the clarity of the final picture? Looking forward to your reply, thanks again

[@Debjit625]

Same problem

[@valentin4146]

did u find a solution ?

[@didiwaytrooo]

​@@Debjit625did you find solution brother ?

[@didiwaytrooo]

​@@valentin4146did you find the solution brother ?

[@IR240474]

Thank you for this..

[@googlestolemyname]

Great video, problem is they privatized it. No longer open source, I tried recreating / following along to your video only to find I wasted a chunk of my day. Great content, shame it’s a lost moment in time.

[@jaimegalloway4016]

Hey Rob! Great video!! Just FYI seems like the in swapper_128 model is down and only accesible through discord bot 😔

[@Rumi_activity]

Great introduction, thanks! Btw, may you share your custom.css file for your notebook? The notebook looks great!

[@robmulla]

Glad you liked the video. I’m using the solarized dark theme for jupyter lab. I actually have a whole video about my jupyter lab setup you can check out.

[@judeufoh1691]

Great video. I am try to download the inswapper file but i keep getting errors. InvalidProtobuf: [ONNXRuntimeError] : 7 : INVALID_PROTOBUF : Load model from inswapper_128.onnx failed:Protobuf parsing failed. ChatGPT is suggesting that the file is corrupted. please do you have the original file or how do you advice i overcome this?

[@RespectFalseIcons]

does this code use GPU by default? or is there a way to tweak it so that it uses gpu?

[@user-ep5rz4pe4d]

Hi Rob. Thanks for the video. In this example, the face is recognized based on a single photo, which can be unflattering. Is it possible to use several photos for more accurate recognition?

[@robmulla]

Thanks for watching. That's a great question, but I don't believe this package has that capability. I still think the results are impressive given the single photo as input.

[@ArunPrasathR-sp6lt]

do you have any classes or tutorial on cartoon face swapping (not a human face)

[@judeufoh1691]

Please where do I get your complete code for this tutorial?

[@whynesspower]

Can you suggestions on how to do this in real time video ? Prexisting snapchat filters do a basic swap, not involving the eigen face values and swapping using AI, how can I do this?

[@gelordtube]

hi rob do you have this in a notebook colab???

[@dominickipronoh4324]

Hey Mula can you please create a video on facial expression recognition I feel I understands better your tutorials

[@robmulla]

Thanks for watching. Have you watched my video on DeepFace? It covers emotion recognition. Thanks for watching!

[@mahapeyuw5946]

What are the odds? I was looking for a way to swap faces and I found this as I searched.

[@usmanamjad1409]

Can i use it for video face swapping?

[@Mr__BOT]

Is there any same code for hair swaping between photos?

[@Gojosatoru-sama]

can anyone help me i have downloaded inswapper but not being able to use it actually where exactly i have to move it

[@shashankbabu4331]

Hi Rob, Where are you running the code?

[@dojjy5798]

he runs the code on his own computer.

[@Kaustubh56]

How to replace only one face from a group photo with an external image and keep the rest of the faces intact?

[@areebsajid1660]

What can i do to load inswapper model it gives error

[@powerfulcreations]

How to import those packages in jupyter notebook?

[@user-wt2kn4kj3c]

Where is the code notebook he is using ??

[@jhonamorgan9194]

Hi Rob. Firts, thanks for the video. I have an issue installing the package: Building wheels for collected packages: insightface Building wheel for insightface (pyproject.toml) ... error error: subprocess-exited-with-error. Did you read something about this? Please, any help would be very well received. Greetings from Peru.

[@robmulla]

Hey. Thanks for watching. I haven’t seen that error. What version python and are you starting with a brand new conda environment?

[@jhonamorgan9194]

My python version is 3.9 by the way i was able to install packages in my windows machine after install ms c++ 14.0 with visual studio. But in my Ubuntu machine i wasn't cause i didn't find a linux version for VS. Maybe if exist a way to install c++ complements, the problem would be resolved

[@phantomgaming5199]

@@jhonamorgan9194 install visual studio with desktop development for C++

[@user-cd4bh4lt2b]

Adding "--no-cache-dir" to "pip install" solved it for me

[@GrimINAG]

Can I integrate this into my website?

[@atwelve8665]

Hey all, noob question here. Can they see/use/download my photos when i use their package? I do not want to leak my photos and I want to be sure. Thanks

[@robertovalenzuela8860]

I noticed that people has a big problem with the sawpping step in the reddit link ... including me

[@ovrava]

ähm where would i need the place the .onnx file?

[@robmulla]

I don't think it matters so long as you reference the complete path when creating the swapper.

[@samdes678]

@@robmulla Hi Rob, I am getting error AttributeError: 'INSwapper' object has no attribute 'taskname' when invoking this: app = FaceAnalysis(name='buffalo_l') faces = app.get(image) Any ideas?

[@BILALAHMAD-cz9gu]

Please make a video on project of langchain library in python

[@robmulla]

I need to learn more about it but I know its very popular.

[@BILALAHMAD-cz9gu]

@@robmulla I'll wait for it

[@virajunde7244]

How to download the weights

[@parveztechcreation826]

which languge use in this swap?

[@robmulla]

python!

[@iftikhar58]

i replicate your code no erre is coming but its not give me inference on the source image.(pakistan)

[@Blackrothschild]

Nice

[@didiwaytrooo]

could i run on android please ?

[@jb48999]

does anyone have any issue with really crappy quality replacements ? Does the model need to be trained or somethign ?

[@user-sd5vm5tw2f]

Yes same here. You didn't find a solution for this, did you?

[@ToastRusk]

How do I swap the entire head? This just swaps face.

[@nirmesh44]

can you provide source code of this video?

[@Magicmobi]

Can you share the code please

[@facundogoiriz7323]

Is it possible to swap my face with lets say Messi's face in a live meeting?

[@LRAOP]

yes

[@user-nr9ui9bx9e]

does it do videos

[@SteveSolun]

Can you share your code?

[@prashlovessamosa]

Thank you that is something I need to do creepy things 😁.

[@robmulla]

On no. Please don’t.

[@Pscytlk]

@@robmulla can i get the source code?

[@davepunk2077]

😊

[@emersondelemmus3819]

Where's the source code??

[@robmulla]

Check this out: github.com/RobMulla/twitch-stream-projects/blob/main/060-insightface/insight-face.ipynb

[@cyberspider78910]

Not representing Insightface or any beneficiary. But be careful about their usage licence - it is tricky. So if anyone gives tutorial video - it is ok. But if monetised - not ok. If you use image for education (what one will do with it - images ! S_x education) - it is ok. If you sell those images - you are not ok. Code is free. Outcome is not...lol... "The code of InsightFace is released under the MIT License. There is no limitation for both academic and commercial usage. The training data containing the annotation (and the models trained with these data) are available for non-commercial research purposes only. Both manual-downloading models from our github repo and auto-downloading models with our python-library follow the above license policy(which is for non-commercial research purposes only)."

[@ademhilmibozkurt7085]

🤣🤣🤣 Amazing

[@viralvibes1997]

😂

[@samtalks9045]

Thanks for wasting my time

[@detroit-vi4iw]

i downloaded the onnx file but where to put ? i put in C:\Users\username\.insightface\models\inswapper_128 still giving error

[@nao_chan_]

oh man I can't wait to swap my face onto all of my exgirlfriends photos. its like Im still there, in her life! ㅎㅎㅎㅎㅎ edit: I felt like it was obvious that I'm joking, but it's youtube so I guess I should have lowered my expectations

[@robmulla]

😬

[@Maxam326]

cringe

[@aryansuvarna4923]

yikes

[@Maxam326]

re to your edit: I knew you were joking when I read it, still super cringe

[@nao_chan_]

@@Maxam326 thanks for letting me know max. your opinion is important to me. please let me know other various facts about yourself.

[@viralvibes1997]

Jush show the code, I don't like story, really time wasteing thing

[@user-xx3sd1ov9w]

I am trying this on AWS Ubuntu. However, I am getting this error, even though I have already installed "onnxruntime": sess = C.InferenceSession(session_options, self._model_path, True, self._read_config_from_model) onnxruntime.capi.onnxruntime_pybind11_state.InvalidProtobuf: [ONNXRuntimeError] : 7 : INVALID_PROTOBUF : Load model from ./inswapper_128.onnx failed:Protobuf parsing failed. Can anyone please help me with this?

[@Anonymous-fo2rv]

InvalidProtobuf: [ONNXRuntimeError] : 7 : INVALID_PROTOBUF : Load model from /content/insightface/models/inswapper_128.onnx failed:Protobuf parsing failed. please help