# Comfyui-Yolov8-JSON
This node is mainly based on the Yolov8 model for object detection, and it outputs related images, masks, and JSON information.


# README
- [English](README.md)
- [简体中文](readme/README.zh_CN.md)
# NODES
|name |description |
|-----------------------------|----------------------------------------------------------------|
|Load Yolov8 Model |Default, select the Yolov8 model, supports automatic download |
|Load Yolov8 Model From Path |Load the model from the specified path |
|Apply Yolov8 Model |Apply Yolov8 detection model |
|Apply Yolov8 Model Seg |Apply Yolov8 segmentation model |
|Save Labelme Json |Save the original image and the corresponding Labelme JSON format file to the output directory, with support for custom directories |
|Draw Labelme Json |Based on the Labelme JSON, draw recognition boxes on the image and output masks, with support for specifying the labels to display, changing colors, and renaming labels |
# INSTALL
If you need to display JSON formatted data or save it, you need to install the [Comfyui-Toolbox](https://github.com/zcfrank1st/Comfyui-Toolbox) node in advance.
This node calls the official Python package, and you also need to install the following dependencies:
```
pip install -r requirements.txt
```
# MODEL
This node supports automatic model downloads.
You can manually download the models to the specified folder `models/yolov8` from [Yolov8](https://github.com/ultralytics/ultralytics) as shown below:
```
ComfyUI
models
yolov8
yolov8l.pt
yolov8s.pt
yolov8n.pt
yolov8m.pt
yolov8x.pt
yolov8l-seg.pt
yolov8s-seg.pt
yolov8n-seg.pt
yolov8m-seg.pt
yolov8x-seg.pt
```

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