# MIRA — mira_exp019

Machine Intelligence for Recycling Automation — YOLO11 detection model.

## Model Details

- **Base model:** YOLO11n
- **Classes:** glass, metal, paper, plastic, trash
- **Task:** Object detection for waste sorting
- **Framework:** Ultralytics YOLO

## Additional Notes

YOLO11n repeatability run, clean balanced dataset

## Usage

```python
from ultralytics import YOLO

model = YOLO("mira_exp019.pt")
results = model.val(data='dataset.yaml')
```

## Export

```bash
yolo export model=best.pt format=tflite int8=True
yolo export model=best.pt format=onnx
```

---

*Generated by MIRA — Machine Intelligence for Recycling Automation*