Synthetic aadhar card generation

[unborn lodge]

Hello Developers,
I'm working on a synthetic aadhar card generation project, I have used many diffusion based SOTA models like stable diffusion 3.5 and flux.dev but it couldn't generate the texts in the card properly

can you guys suggest me some solution or any open source models for this ?

[olive flicker]

wait what are you generating the whole card or what?

[unborn lodge]

Yes

[olive flicker]

WHY?

[unborn lodge]

for making the fake id detection system

Its not only for the aadhar card, most of the image generation models were not good at typography ( rendering texts in images )

[olive flicker]

you are talking about both the different pathways!

• generating synthetic data is different
• detecting fake aadhar is different

( I actually built the fake aadhar detector some days ago )

[unborn lodge]

For example if we need to generate an image of the first page of the book, with the story we have given, it's not working with the existing SOTA models

Actually I'm working on the industrial Project
PS:Synthetic data generation for
Forgery and Quality Issues
Project Title: Generating Realistic ID cards images for Forgery
and Quality Issues

I need to build the system to generate all popular id in this world, but I have initially narrowed down to the aadhar card

[unborn lodge]

Can I get the GitHub repo ?

[olive flicker]

of what?

[unborn lodge]

?

[unborn lodge]

Any Help on this ?

[olive flicker]

ohh, it was actually a freelance project named as
"Document verification System" , I have .zip file for that

if you want that, I can host somewhere and share

[olive flicker]

its way harder than you think

and I am not sure about that tbh

but we have a guy @deft grail

[unborn lodge]

Thank you brother, share it

[olive flicker]

ahh, but what you need first of all?

document verification
OR
that card generator?

[unborn lodge]

Yes Brother 😑stuck on this

[unborn lodge]

Verification

[unborn lodge]

Ok I will contact him

[olive flicker]

so the basic idea was, we have to use OCR on cards and then apply some logic to verify

[olive flicker]

nah, don't DM directly

he will come here , I have tagged him so

@deft grail come on

[unborn lodge]

Ok Brother

[olive flicker]

so you still need to generate cards?

who gave you this project actually

[unborn lodge]

Yes 😑

[unborn lodge]

Sorry Brother it's confidential I can't reveal the company name

[olive flicker]

okay no worries

[unborn lodge]

🫂

[deft grail]

This is very suspicious

Generating aadhar card of all things

Anyhow, it's stupid to generate the whole card with AI.
Create an empty template. And just fill that algorithmically. Only need image ai to generate the photo.