Nodes/ComfyUI-WanAnimalPreprocess/ONNX Animal Detection Model Loader
ComfyUI Node

ONNX Animal Detection Model Loader

Loads ONNX models for animal pose detection. Supports both AP10k and APT36k datasets (both use 17 keypoints). Select the dataset matching your ViTPose model.

By Code2Collapse·Created 7 months ago·Updated 2 months ago· 5
ONNX Animal Detection Model Loader
    • model
    vitpose_model
    yolo_model
    datasetap10k
    onnx_deviceCUDAExecutionProvider
    CategoryWanAnimalPreprocess

    Inputs (4)

    NameTypeDefaultDescription
    vitpose_modelCOMBOViTPose ONNX model for animal pose estimation. Loaded from 'ComfyUI/models/detection' folder.
    yolo_modelCOMBOYOLOv8 ONNX model for animal detection. Loaded from 'ComfyUI/models/detection' folder.
    datasetCOMBOap10kDataset the ViTPose model was trained on. AP10k: 23 animal families, good for common animals (cat, dog, horse). APT36k: 30 species, broader coverage and more training data.
    onnx_deviceCOMBOCUDAExecutionProviderDevice to run the ONNX models on

    Outputs (1)

    NameTypeDescription
    modelPOSEMODELAnimal pose model bundle (ViTPose+YOLO+dataset). Connect to `model` on Animal Pose and Detection.