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bsgcasa/yolov8-animal-detector

sourceHugging Faceagpl-3.0updated 22d agoView on Hugging Face
0likes96downloads
Model Card

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)

MetricScore
mAP500.931
mAP50-950.766
Precision0.941
Recall0.884

Usage

python
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)