3678_8.mp4

(e.g., a person running, a car turn, or a mechanical process).

If misclassified, explain why (e.g., background clutter or motion blur in clip 3678_8.mp4). 5. Conclusion 3678_8.mp4

Note the resolution, frame rate (fps), and duration, as these impact computational load [4]. 3. Methodology a person running

Future implications for real-time video surveillance or automated video tagging. Next Steps for Development To provide a more specific draft, could you clarify: a car turn

The challenge of accurately classifying short-duration high-motion clips in automated systems [3].