---
license: apache-2.0
tags:
- onnx
- object detection
- ezonnx
---
### RF-DETR-Seg
ONNX models for inference with [EZONNX](https://github.com/ikeboo/ezonnx)

- Model type:  
  Instance segmentation
    
- Official GitHub repository:  
  [RF-DETR](https://github.com/roboflow/rf-detr)

- Usage
  ```python
  from ezonnx import RFDETRSeg, visualize_images
  model = RFDETRSeg("preview")  # automatically load from Hugging Face
  ret = model("image.jpg")
  # Visualize
  visualize_images("Detection result",ret.visualized_img)
  # Access results
  print(ret.boxes, ret.classes, ret.scores, ret.masks)
  ```

- ONNX export from torch
  ```python
  from rfdetr import RFDETRSegPreview
  model = RFDETRSegPreview()
  # train here
  model.export()
  ```