Real-Time RTSP Object Detection with Ultralytics YOLOv8 & Python

from ultralytics import YOLO

# Load model (nano, small, or custom trained)
model = YOLO("yolov8n.pt")

# Stream directly from RTSP URL
results = model.predict(
    source="rtsp://rtsplink.com/live/test?token=demo",
    show=True,
    stream=True,
    conf=0.5
)

for result in results:
    boxes = result.boxes
    for box in boxes:
        print(f"Detected class: {box.cls}, Confidence: {box.conf}")