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ComfyDeploy: How Comfyui-Yolov8-JSON works in ComfyUI?

What is Comfyui-Yolov8-JSON?

This node is mainly based on the Yolov8 model for object detection, and it outputs related images, masks, and JSON information.[w/Repository url is changed. Please remove previous one and reinstall.]

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for Comfyui-Yolov8-JSON and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

Comfyui-Yolov8-JSON

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

image image

README

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 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 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