---
tags:
- model_hub_mixin
- pytorch_model_hub_mixin
pipeline_tag: object-detection
---

# LeYOLO

### LeYOLO Medium weights - HuggingFace integration

Github: https://github.com/LilianHollard/LeYOLO

Paper: https://arxiv.org/abs/2406.14239

Minimal example:

```
#clone github
#inside LeYOLO folder, load LeYOLO weights (nano, small, medium or large)
model = YOLO.from_pretrained("lhollard/leyolo-medium")
#use ultralytics CLI and Python tools
results = model.val(data="ultralytics/cfg/datasets/coco8.yaml")
```