Multi-role consistency generation capability
1Prompt1Story excels in multi-character generation. While traditional text-to-image models are prone to identity confusion when dealing with multiple characters, the tool ensures that each character maintains its own unique identity through an innovative attention mechanism design.
Specific realization techniques include:
- Hierarchical attention allocation: independent processing of feature vectors for different roles
- Cross-feature fusion: enabling natural interactions between characters at a high-level semantic level
- Contrastive Feature Reinforcement: Enhancing Differences Between Roles
Practical tests show that the system consistently outputs multi-role images with clear identity distinction on 200 cue sets from 8 superclasses in the Consistory+ benchmark test.
This answer comes from the articleOne-Prompt-One-Story: Text Prompts Generate Character Identity Consistent ImagesThe
May not be reproduced without permission:AI productivity tools " 1Prompt1Story supports simultaneous generation of multiple roles with identity consistency
