PhotoMaker

Customizing Realistic Human Photos via Stacked ID Embedding .

Usage

Users can input one or a few face photos, along with a text prompt, to receive a customized photo or painting within seconds (no training required!). Additionally, this model can be adapted to any base model based on SDXL or used in conjunction with other LoRA modules.

Realistic results

Stylization results

More results can be found in our project page

Model Details

It mainly contains two parts corresponding to two keys in loaded state dict:

1. id_encoder includes finetuned OpenCLIP-ViT-H-14 and a few fuse layers.

2. lora_weights applies to all attention layers in the UNet, and the rank is set to 64.