README.md

---
license: cc-by-nc-4.0
datasets:
  - gfermoto/birds-eu-merged
tags:
  - image-classification
  - birds
  - europe
  - birdlense
  - yolo
  - ultralytics
  - scientific-name
pipeline_tag: image-classification
library_name: ultralytics
---

# BirdLense Birds EU — YOLO11n-cls

Классификатор европейских птиц для [BirdLense Hub](https://github.com/Gfermoto/BirdLense-Hub). ~491 вид, формат `Scientific (Common)` — совместим с Frigate и BirdNET.

## Модель

| Параметр | Значение |
|----------|----------|
| **Архитектура** | YOLO11n-cls (Ultralytics) |
| **Классов** | ~491 вид птиц |
| **Размер** | ~4.5 MB |
| **Метрики (val)** | top1 ~85.3%, top5 ~91.9% |

## Датасет

Обучена на [gfermoto/birds-eu-merged](https://huggingface.co/datasets/gfermoto/birds-eu-merged):
- birds-525 (Hugging Face)
- iNaturalist Europe (place_id=96372)
- ~17 800 train, ~4 600 val изображений

## Использование

### Ultralytics

```python
from ultralytics import YOLO

model = YOLO("gfermoto/birdlense-birds-eu", task="classify")
results = model("bird.jpg")
```

### Скачать в BirdLense

```bash
huggingface-cli download gfermoto/birdlense-birds-eu best.pt --local-dir app/processor/models/classification/weights
```

## Лицензия

CC BY-NC 4.0. Датасет: [gfermoto/birds-eu-merged](https://huggingface.co/datasets/gfermoto/birds-eu-merged).