TencentARC / PhotoMaker-V2

huggingface.co
Total runs: 30.3K
24-hour runs: 0
7-day runs: 6.6K
30-day runs: 6.6K
Model's Last Updated: Tháng bảy 22 2024
text-to-image

Introduction of PhotoMaker-V2

Model Details of PhotoMaker-V2

PhotoMaker V2 Model Card

Introduction

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

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Stylization results

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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.

Usage

You can directly download the model in this repository. You also can download the model in python script:

from huggingface_hub import hf_hub_download
photomaker_ckpt = hf_hub_download(repo_id="TencentARC/PhotoMaker-V2", filename="photomaker-v2.bin", repo_type="model")

Then, please follow the instructions in our GitHub repository .

Limitations
  • The model's customization performance degrades on Asian male faces.
  • The model still struggles with accurately rendering human hands.
Bias

While the capabilities of image generation models are impressive, they can also reinforce or exacerbate social biases.

Citation

BibTeX:

@inproceedings{li2023photomaker,
  title={PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding},
  author={Li, Zhen and Cao, Mingdeng and Wang, Xintao and Qi, Zhongang and Cheng, Ming-Ming and Shan, Ying},
  booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2024}
}

Runs of TencentARC PhotoMaker-V2 on huggingface.co

30.3K
Total runs
0
24-hour runs
-580
3-day runs
6.6K
7-day runs
6.6K
30-day runs

More Information About PhotoMaker-V2 huggingface.co Model

More PhotoMaker-V2 license Visit here:

https://choosealicense.com/licenses/apache-2.0

PhotoMaker-V2 huggingface.co

PhotoMaker-V2 huggingface.co is an AI model on huggingface.co that provides PhotoMaker-V2's model effect (), which can be used instantly with this TencentARC PhotoMaker-V2 model. huggingface.co supports a free trial of the PhotoMaker-V2 model, and also provides paid use of the PhotoMaker-V2. Support call PhotoMaker-V2 model through api, including Node.js, Python, http.

TencentARC PhotoMaker-V2 online free

PhotoMaker-V2 huggingface.co is an online trial and call api platform, which integrates PhotoMaker-V2's modeling effects, including api services, and provides a free online trial of PhotoMaker-V2, you can try PhotoMaker-V2 online for free by clicking the link below.

TencentARC PhotoMaker-V2 online free url in huggingface.co:

https://huggingface.co/TencentARC/PhotoMaker-V2

PhotoMaker-V2 install

PhotoMaker-V2 is an open source model from GitHub that offers a free installation service, and any user can find PhotoMaker-V2 on GitHub to install. At the same time, huggingface.co provides the effect of PhotoMaker-V2 install, users can directly use PhotoMaker-V2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

PhotoMaker-V2 install url in huggingface.co:

https://huggingface.co/TencentARC/PhotoMaker-V2

Url of PhotoMaker-V2

PhotoMaker-V2 huggingface.co Url

Provider of PhotoMaker-V2 huggingface.co

TencentARC
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Create photos, paintings and avatars for anyone in any style within seconds.

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