And then run the following code for a simple image inference. You can do the inference with either images or videos, following the Ultralytics convention.

python

from huggingface_hub import hf_hub_download
from ultralytics import YOLO

model_path = hf_hub_download(
    repo_id="jmartinpizarro/carlav26t",
    filename="carlav26t.pt"
)

model = YOLO(model_path)

# Perform object detection on an image
results = model("test.png")  # Predict on an image, assume 640x640 resolution
results[0].show()  # Display results