InstantID
Identity-preserving generation from a single face photo.
- Star 数
- 12K
- Fork 数
- 891
- 未关闭 Issue
- 187
- 最近提交
- 2024-07-18
数据来自 GitHub API · 更新于 2026-10-15
InstantID 是什么？
InstantID generates new images of a person from one reference photo without fine-tuning, combining a face embedding with a landmark ControlNet. It is popular for stylized portraits and avatars and is available as ComfyUI nodes.
主要功能
- Zero-shot identity preservation from one image
- Works with SDXL checkpoints and styles
- Gradio demo and ComfyUI integration
系统要求
- 平台
- Linux · Windows
- 显卡
- NVIDIA
- 显存
- 16 GB+ recommended for the demo
如何安装 InstantID
根据项目 README 整理。开源项目更新很快，请以 GitHub 页面上的最新说明为准。
Gradio demo
- 1Clone and install requirements.
git clone https://github.com/instantX-research/InstantID.git cd InstantID pip install -r gradio_demo/requirements.txt - 2Download the checkpoints listed in the README, then start the demo.
python gradio_demo/app.py
优势
- Strong likeness from one photo
- No training required
不足
- Heavy VRAM requirements
- Uses an InsightFace model with non-commercial terms
InstantID 替代品对比
| 软件 | Star 数 | 许可证 | 平台 | 显存 |
|---|---|---|---|---|
| InstantID Identity-preserving generation from a single face photo. | 12K | Apache-2.0 | 16 GB+ recommended for the demo | |
| PhotoMaker Customize realistic photos of a person from a few reference images. | 10.1K | Apache-2.0 | 11 GB+ (per README) | |
| IP-Adapter Use an image as a prompt — style and subject transfer for diffusion models. | 6.7K | Apache-2.0 | 6 GB+ | |
| ComfyUI Node-based interface for diffusion models — images, video and audio. | 137.6K | GPL-3.0 | 4 GB minimum for SD1.5; 12 GB+ recommended for FLUX and video models | |
| Stable Diffusion WebUI (AUTOMATIC1111) The classic browser UI for Stable Diffusion with a massive extension ecosystem. | 165.1K | AGPL-3.0 | 4 GB minimum (with --medvram/--lowvram), 8 GB+ recommended | |
| Stable Diffusion WebUI Forge A faster, leaner fork of the A1111 WebUI with FLUX support. | 13.1K | AGPL-3.0 | 6 GB+ (FLUX NF4/GGUF variants run on 6–8 GB) |
相关模型
常见问题
InstantID 免费吗？
是的——InstantID 是开源软件，采用 Apache-2.0 许可证。商用前请确认软件及模型权重的许可条款。
InstantID 支持 Windows、Mac 和 Linux 吗？
InstantID 支持：Linux, Windows。
运行 InstantID 需要什么配置？
NVIDIA. VRAM: 16 GB+ recommended for the demo
如何安装 InstantID？
1. Clone and install requirements. 2. Download the checkpoints listed in the README, then start the demo.
InstantID 有哪些好的替代品？
常见替代品包括 PhotoMaker, IP-Adapter, ComfyUI, Stable Diffusion WebUI (AUTOMATIC1111)，详见本页对比表。
可以不安装、在线使用 InstantID 吗？
如果只想要结果，AiLoft 可在浏览器中运行 GPT Image 2.5、Nano Banana Pro 等顶级图像模型，无需显卡和配置。
不想安装？直接在浏览器里生成图片
无需显卡、驱动或 Python。在线使用 GPT Image 2.5 和 Nano Banana Pro，并排对比效果。