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Nguyễn Minh Đức
2024-08-25 00:48:27 +07:00
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# 🎨 Object Fusion Pipeline
## 🌟 Motivation
Have you ever wanted different objects from different photos to appear in one scene? Manually prompting for Diffusion can be time-consuming as it requires describing the details (shape, color, textual features) of the objects. Alternatively, using GPT to describe the object for us involves multiple steps.
Here, I introduce a complete pipeline that takes two images as input, allowing you to choose which objects from the images you want to fuse seamlessly.
## 🚀 Features
- Combine objects from two different images into a single scene.
- Easy selection and customization of objects to be fused.
- Optimized integration with ComfyUI.
## 🖼️ Some Examples
<details>
<summary>Click to expand/collapse</summary>
![Example 1](https://github.com/user-attachments/assets/68d2c121-45a4-4c47-a02e-17d2e96ec84c)
![Example 2](https://github.com/user-attachments/assets/73877129-01b4-4197-a62c-d891ad02b760)
![Example 3](https://github.com/user-attachments/assets/285f74ae-0320-4a8b-831d-1ef8d4d201fb)
![Example 4](https://github.com/user-attachments/assets/ad6d4e41-343d-4b4b-bb15-175bf71e9c13)
</details>
## 🛠️ Installation
1. Clone this repo into the `custom_nodes` directory in [ComfyUI](https://github.com/comfyanonymous/ComfyUI):
```bash
git clone https://github.com/your-repo/custom_nodes
```
2. Install the required packages:
```bash
pip install -r myreqs.txt
```
3. Clone these amazing repositories and follow their instructions:
- [ComfyUI-SD3-nodes](https://github.com/liusida/ComfyUI-SD3-nodes)
_Note: Place the 3 clips model into `models/clip`._
- [img2txt-comfyui-nodes](https://github.com/christian-byrne/img2txt-comfyui-nodes)
- [ComfyUI-Custom-Scripts](https://github.com/pythongosssss/ComfyUI-Custom-Scripts)
## 📌 Note
_All the folders, except `CROP_OBJECT`, are from other repositories. However, I have made some minor modifications to fit this project. Here are the details:_
- **[Custom_ComfyUI-YoloWorld-EfficientSAM](https://github.com/ZHO-ZHO-ZHO/ComfyUI-YoloWorld-EfficientSAM)**
- Added 2 output fields: `BBOX`, `categories`.
- Displayed ID also in the IMAGE output (e.g., `{ID} - {class} - {confidence}`).
- **[comfyui-llm-assistant](https://github.com/longgui0318/comfyui-llm-assistant)**
- Removed input field: `prompt`.
- Added 4 input fields: `object1`, `desc_obj1`, `object2`, `desc_obj2`.
## 🤝 Contributing
Contributions are welcome! Please open an issue or submit a pull request.
## 📄 License
This project is licensed under the MIT License.