Exploring AI Tools for Face Editing & Identity-Safe Generative Workflows

Beginners
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Hi everyone

I’ve been experimenting with different AI models and tools for controlled face editing — not deepfakes, but ethical identity-preserving transformations like style changes, face cleanup, artistic filters, etc.

One interesting direction is tools that keep the original facial structure but allow stylistic or expression-level edits. I recently tested RemakeFace (https://remakeface.ai/) which lets you adjust faces with prompts while retaining identity consistency. The idea is pretty interesting, especially for creative workflows and avatar generation.

Curious if anyone here has tried similar identity-safe face editing models or workflows?

  • Which models have you found best for consistent facial structure?

  • Any recommended pipelines for preserving identity embeddings while editing?

  • Tips to avoid uncanny outputs?

Would love to hear what others are trying in this space.

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