r/AI_ModelsHub

I’ve been looking closely at AI-generated human characters across different communities, and one thing keeps standing out: a character can look “similar” from image to image and still not feel like the same person.

For me, consistency seems to break in several different ways:

• facial proportions drift even when the general likeness survives;
• age appears to change slightly between shots;
• hairstyle and hairline move around;
• body proportions shift;
• wardrobe details mutate;
• lighting changes the perceived identity too aggressively;
• and once the character moves into a different camera angle, the illusion often falls apart.

What I’m interested in is the point where a recurring AI model stops being a sequence of attractive images and starts feeling like an actual persistent character.

For those of you building recurring models here, what has mattered most in practice?

Identity references? LoRAs? Fixed wardrobe? Camera discipline? Prompt structure? Training data? Manual correction?

And which dimension tends to fail first when you move from a single portrait into a real multi-shot sequence?

I’d be especially interested in hearing from people who have maintained the same character across different angles, locations and lighting setups.

Hi everyone!
I’m a photographer based in Bangalore, and I’m looking for a model interested in doing a TFP/collaboration photoshoot.
The shoot will be a creative portrait/fashion-style session, and the final edited photos will be shared with the model for their portfolio and social media.

Location: Bangalore
Type: Portrait / Fashion / Lifestyle
Collaboration: No payment — photos will be provided
Duration: Around 1–2 hours
Experience: No professional modelling experience required. Beginners are welcome.

If you’re interested, please DM me with a few recent photos and your Instagram/portfolio. We can discuss the concept, styling and location.

Looking forward to creating something nice together!