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.

[[autodoc]] video_processor.VideoProcessor.preprocess_video

[[autodoc]] video_processor.VideoProcessor.postprocess_video