2. Object Detection (YOLO)

1. You Only Look Once

Classifying every pixel is slow. YOLO splits the image into a grid and predicts boxes in one pass.

python
from ultralytics import YOLO
model = YOLO("yolov8n.pt")
results = model("traffic.jpg")