---
tags:
- element_type:detect
- model:yolov8
- object:auto
- object:bus
- object:car
- object:lcv
- object:motorcycle
- object:multiaxle
- object:tractor
- object:truck

manako:
  description: Huggingface - An detect element for vehicles using YOLOv8
  source: 
  input_payload:
    - name: frame
      type: image
      description: RGB frame
  output_payload:
    - name: detections
      type: detections
      description: List of detections
  evaluation_score: 0.46371231183488976
---

# Vehicle Detect Element

An detect element for vehicles using YOLOv8

## Run

```bash
cd examples/vehicle-detect
cat example.jpg | uv run python main.py
```

or 

```bash
uv run python -c "from main import load_model; print(load_model())"
```

## Example Input
![](example.jpg)

## Example Output
![](example_annotated.jpg)