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yolov8-animal-detector
bsgcasa/yolov8-animal-detector
yolov8-animal-detector is a object detection model from bsgcasa. Use it when you need objects located in an image. It is set up for ultralytics. The card lists the license as agpl-3.0.
Fine-tuned YOLOv8n model detecting 8 animal classes, trained on filtered Open Images v7 samples (~2500 train / 505 val images).
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At a glance
- Task
- Object Detection
- Library
- ultralytics
- License
- agpl-3.0
- Access
- Public
- Created
- Sep 5, 2026
- Updated
- Sep 5, 2026
- SHA
- 9104e5fb
Model card
From the Hugging Face model README
YOLOv8 Animal Detector
Fine-tuned YOLOv8n model detecting 8 animal classes, trained on filtered Open Images v7 samples (~2500 train / 505 val images).
Classes
Bird, Dog, Cat, Horse, Butterfly, Deer, Sheep, Elephant
Performance (validation set)
| Metric | Score |
|---|---|
| mAP50 | 0.931 |
| mAP50-95 | 0.766 |
| Precision | 0.941 |
| Recall | 0.884 |
Usage
from huggingface_hub import hf_hub_download
from ultralytics import YOLO
model_path = hf_hub_download(repo_id="bsgcasa/yolov8-animal-detector", filename="best.pt")
model = YOLO(model_path)
results = model("your_image.jpg")
results[0].show()
License
AGPL-3.0 (inherited from Ultralytics YOLOv8 base weights)
- Task
- Object Detection
- Library
- ultralytics
- License
- agpl-3.0
- Created
- Sep 5, 2026
- Updated
- Sep 5, 2026