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Video Processor

The VideoProcessor provides a unified API for video pipelines to prepare inputs for VAE encoding and post-processing outputs once they're decoded. The class inherits [VaeImageProcessor] so it includes transformations such as resizing, normalization, and conversion between PIL Image, PyTorch, and NumPy arrays.