Transfer clothes between photos using AI. From a single image!
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- čas přidán 7. 07. 2024
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This week my interest was directed towards a new paper about pose and garment transfer! Ask any questions or remarks you have in the comments, I will gladly answer to everything!
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The paper: gvv.mpi-inf.mpg.de/projects/NH...
Their GitHub: github.com/rubelchowdhury20/N...
Project: gvv.mpi-inf.mpg.de/projects/NHRR/
Pix2PixHD: github.com/NVIDIA/pix2pixHD
U-Net: arxiv.org/pdf/1505.04597.pdf
SMPL: dl.acm.org/doi/10.1145/281679...
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0:00 Introduction
1:00 Paper explanation
3:35 Examples
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#StyleTransfer #GarmentTransfer #PoseTransfer - Věda a technologie
Great video! Thank you for the detailed share!
Hi! Id love to know if this works for other body types, so, the input and target must be somewhat similar?
Hi, it would be great if there was a tutorial.
You should do this a software easy to use on windows or make a website where we can use it online
What would be need it to have a better quality results?
more data to train?
So basically get the image of the human and predict the UV mesh, then predict the rest of the image, then render angle as like the other's? So, similar to image prediction and text prediction, except for the UV data?
I think it is a way to summarize it!
I could not understand it well, am not sure where is what, there is no link or something to try this one. can any one help me ?
Could not understand the process. How does it work for individuals?
Hi, wonderfully explained! Can you please shed some light on why the generated image is sort of pixelated/blurred?
Oh they are high definition. I just had to zoom in them so it looks quite bad on video unfortunately! This does not happen with the model, it was only my fault when editing the video! Not the author's fault!
And thank you very much, glad you liked it!
@@WhatsAI Thanks for the response. Actually, I even looked up their paper & even there the generated image is pixelated.
Oh maybe they only generate a 256*256 since this is what they take as inputs. It isn't that HD. The inputs shown in the paper may be the original images before the resize so it could explain why the input isn't as pixelated? I am not sure, it doesn't say it in the paper as you said..
Can you please share the code for this project
Is there any company which can help the brand to achieve this?
Very informative! How do I run the python script? Is there any step by step process as in Google Colab ?
Hi, did you find a way to run this script?
@@adityabagrecha Not yet
Is this a software, what is the website or AI tool link
can i run this on google colab??
I would like to know if there is a garment transfer product or service I can try and buy after this video being published 2 years.
Unfortunately there isn’t anything that seems very good still! It is still in research state and lots of people are working on this problem! It is not visibly enough yet to be used as a product due to the complexity of the task
@@WhatsAI I am sorry for hearing about it. I tried to use text to image AI image generator to create exact same character in different poses. The faces of the characters AI generated are almost the same, but the clothes, shoes, and accessories are always sort of different here or there (color or style). Although using Photoshop can fix it, it is still a lots of work for just one single image. I have many images to be created. It is a huge task for one person, and not the initial purpose creating character image by AI.
Sorry, but is it possible to use this technology now?
Please tell me Website name
its not working
thanks bro. I thing u r indian. If you make tutorials in hindi it will be great
Hi! I am unfortunately not Indian and do not speak hindi! 😞
@@WhatsAI Your accent is neutral we can understand your language. Please make more videos on these topics. Thanks
How can I get this please let me know I really need this
Here is their code on GitHub! github.com/rubelchowdhury20/Neural-Re-Rendering-of-Humans-from-a-Single-Image
hey plese help me how can i run this on my local system ??
Hey! You simply need to clone the github repository and run main.py with the appropriate arguments for what you are trying to do, inference or training!
Which which software or tech stacked I need to install before running it because when I run the main.py nothing happens
ModuleNotFoundError: No module named 'torch'
i am getting this error what should I do ???
Is this code available.
Unfortunately it is not available at the moment, only the paper. It is probably because they will be presenting it in a conference soon. (the eccv2020) Maybe it will be available afterwards!
@@WhatsAI is it available now
@@HemanthKumar-cz8vl it is ! github.com/rubelchowdhury20/Neural-Re-Rendering-of-Humans-from-a-Single-Image
it does not work that great.
Are u free for a job? its about virtual dressing.
if yes, please just reply.
Hi, I unfortunately am not as I already have a job, but you can certainly find someone talented by asking in our discord! There's a channel called #hiring just for that! Https://www.discord.gg/learnaitogether
@@WhatsAI Thanks for the tip I just got in the channel
Let me know if you need help using it or finding someone!
how bout now any improvement to the model?