cosmos_predict1/autoregressive/configs/base/dataset.py

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"""Dataset config class."""

import attrs

from cosmos_predict1.utils.config import make_freezable


@make_freezable
@attrs.define(slots=False)
class VideoDatasetConfig:
    """
    Args:
        dataset_dir (str): Base path to the dataset directory
        sequence_interval (int): Interval between sampled frames in a sequence
        num_frames (int): Number of frames to load per sequence
        video_size (list): Target size [H,W] for video frames
        start_frame_interval (int): Interval between starting frames of sequences
    """

    dataset_dir: str = "datasets/cosmos_nemo_assets/videos/"
    sequence_interval: int = 1
    num_frames: int = 33
    video_size: list[int, int] = [640, 848]
    start_frame_interval: int = 1