load libraries

from huggingface_hub import hf_hub_download
from ultralytics import YOLO
from supervision import Detections
from PIL import Image

download model

model_path = hf_hub_download(repo_id="arnabdhar/YOLOv8-Face-Detection", filename="model.pt")

load model

model = YOLO(model_path)

inference

image_path = "/path/to/image"
output = model(Image.open(image_path))
results = Detections.from_ultralytics(output[0])