Pose, Lighting, and Background Control
The neural network analyzes the person's position, facial expression, and background uniformity in real time before the shot is taken. If lighting is insufficient or the head is tilted, the system provides voice prompts and on-screen guidance to help achieve the correct posture. This ensures the original frame meets basic requirements from the start.
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