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Video data annotation is unlocking the power of AI where machine learning models now learn to interpret dynamic and complex video content much more accurately. The applications are vast-from using it for autonomous vehicles to implementing it in the field of medical imaging-by necessity, and by want, growing the need for high-quality annotated video data. However, the challenge is nullified against the benefits, and with this continued advance in technology, video data annotation will remain a vital part of shaping the future of AI.