Sintel Optical Flow

The MPI Sintel Flow Dataset is a dataset for the evaluation of optical flow derived from the open source 3D animated short film, Sintel.

• To download the dataset and have more information, follow this link.

• The main conference paper for more detailed information is available here. Other references are listed in the previous link.

SintelFlowDataset API

class alodataset.sintel_flow_dataset.SintelFlowDataset(*args, **kwargs)

Bases: Generic[torch.utils.data.dataset.T_co]

MPI Sintel dataset for Optical Flow

Parameters

cameraslist of string

One frame is returned for each camera. Possible cameras : {‘left’}.

labelslist

Labels that will be attached to the frame Possible labels : {‘flow’, ‘flow_occ’}

sequence_size: int

Size of sequence to load

sequence_skip: int

Number of frames to skip between each element of the sequence

**kwargs :

aloscene.BaseDataset parameters

CAMERAS = ['left']

LABELS = ['flow', 'flow_occ']

PASSES = ['albedo', 'clean', 'final']