InstantID-SD1.5

InstantID for StableDiffusion 1.5

This is unofficial implementation InstantID for StableDiffusion 1.5.
SD15 has a lot of finetuned models. So you can use all of this models with combination of instantid components to get awesome results.

<a href="https://instantid.github.io">Official InstantID</a> works only with SDXL and contains code only for inference.
But this repository contains Training and Inference code.
Training process was used only 10M images from <a href="https://github.com/FacePerceiver/LAION-Face">LAION-FACE 50M</a> dataset (Original InstantID used 50M Laion-face + 10M custom images).
Feel free to adapt it for your personal purposes. I will be glad if somebody find it usefull.

How to use:

See <a href="https://github.com/TheDenk/InstantID-SD1.5.git">Github instruction</a>.

Examples

Examples with <a href="https://civitai.com/models/132632/epicphotogasm">epiCPhotoGasm model</a> + styles from original InstantID.

<p> <img src="./examples/demo/epicphoto.png" width="600" height="480" title="epicphoto"/> </p> Examples with <a href="https://civitai.com/models/65203/disney-pixar-cartoon-type-a">Disney Pixar Cartoon Type A model</a> + styles from original InstantID. <p> <img src="./examples/demo/disneypixart.png" width="600" height="480" title="disneypixart"/> </p>

InstantID SD1.5 components are not compatible with InstantID SDXL. In this work model has been trained with additional facial keypoints information.
Keypoints visualization:

<p> <img src="./examples/demo/kp_example.png" width="480" height="360" title="kp_example"/> </p> It is also possible transfer different keypoints from other images. <p> <img src="./examples/demo/pose_example.png" width="960" height="360" title="pose_example"/> </p>

Links:

• <a href="https://github.com/TheDenk/InstantID-SD1.5">Code training/inference (gradio, jupyter notebooks, .py files)</a>
• <a href="https://huggingface.co/TheDenk/InstantID-SD1.5">Checkpoints (Controlnet, resampler, ip-adapter)</a>
• <a href="https://github.com/deepinsight/insightface/issues/1896#issuecomment-1023867304">Insightface models for keypoints (antilopev2 and others)</a>

More examples

Using only models without special style prompts.

<p> <img src="./examples/demo/rock.png" width="600" height="420" title="rock_example"/> </p> <p> <img src="./examples/demo/mj.png" width="600" height="480" title="mj_example"/> </p> Examples with <a href="https://civitai.com/models/24387/aniflatmix-anime-flat-color-style-mix">Aniflatmix model</a> + styles from original InstantID. <p> <img src="./examples/demo/aniflat.png" width="600" height="480" title="disneypixart"/> </p>

Acknowledgements

• InstantID and InstantX Team.
• IP-Adapter and ControlNet.