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SHYuanBest authored Dec 22, 2024
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## 📣 News

* ⏳⏳⏳ Release the full codes & datasets & weights.
* ⏳⏳⏳ Integrate into Diffusers.
* `[2024.12.09]` 🔥ConsisID will be merged into diffusers in the next version. So for now, please use `pip install git+https://github.com/SHYuanBest/ConsisID_diffusers.git` to install diffuser dev version.
* `[2024.12.09]` 🔥We release the [test set](https://huggingface.co/datasets/BestWishYsh/ConsisID-preview-Data/tree/main/eval) and [metric calculation code](https://github.com/PKU-YuanGroup/ConsisID/tree/main/eval) used in the paper, now your can measure the metrics on your own machine. Please refer to [this guide](https://github.com/PKU-YuanGroup/ConsisID/tree/main/eval) for more details.
* `[2024.12.08]` 🔥The code for <u>data preprocessing</u> is out, which is used to obtain the [training data](https://huggingface.co/datasets/BestWishYsh/ConsisID-preview-Data) required by ConsisID. Please refer to [this guide](https://github.com/PKU-YuanGroup/ConsisID/tree/main/data_preprocess) for more details.
* `[2024.12.04]` Thanks [@shizi](https://www.bilibili.com/video/BV1v3iUY4EeQ/?vd_source=ae3f2652765c02e41cdd698b311989e3) for providing [🤗Windows-ConsisID](https://huggingface.co/pkuhexianyi/ConsisID-Windows/tree/main) and [🟣Windows-ConsisID](https://www.wisemodel.cn/models/PkuHexianyi/ConsisID-Windows/file), which make it easy to run ConsisID on Windows.
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### Diffusers API

```bash
!pip install git+https://github.com/SHYuanBest/ConsisID_diffusers.git
import torch
from diffusers import ConsisIDPipeline
from diffusers.pipelines.consisid.consisid_utils import prepare_face_models, process_face_embeddings_infer
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