Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo

DOI

The Spring dataset contains files for scene flow, optical flow and stereo estimation. For easier handling, we organized them into sub-directories:

train split:

train_frame_left.zip: left camera frames train_frame_right.zip: right camera frames train_disp1_left.zip: left-to-right disparity in the reference frame train_disp1_right.zip: right-to-left disparity in the reference frame train_disp2_FW_left.zip: left-to-right disparity in the future/forward target frame train_disp2_BW_left.zip: left-to-right disparity in the past/backward target frame train_disp2_FW_right.zip: right-to-left disparity in the future/forward target frame train_disp2_BW_right.zip: right-to-left disparity in the past/backward target frame train_flow_FW_left.zip: left forward optical flow train_flow_BW_left.zip: left backward optical flow train_flow_FW_right.zip: right forward optical flow train_flow_BW_right.zip: right backward optical flow train_cam_data.zip: camera data: intrinsics, extrinsics, focal distance train_maps.zip: additional maps: detail, match, rigid, sky

test split:

test_frame_left.zip: left camera frames test_frame_right.zip: right camera frames test_cam_data.zip: camera data: intrinsics

File formats:

images and maps are given in png format optical flow files are given in HDF5 file format and named .flo5 disparity files are given in HDF5 file format and named .dsp5

For the project website see spring-benchmark.org.

Identifier
DOI https://doi.org/10.18419/DARUS-3376
Metadata Access https://darus.uni-stuttgart.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.18419/DARUS-3376
Provenance
Creator Mehl, Lukas (ORCID: 0009-0001-0548-728X); Schmalfuss, Jenny (ORCID: 0000-0001-8507-927X); Jahedi, Azin ORCID logo; Nalivayko, Yaroslava; Bruhn, Andrés ORCID logo
Publisher DaRUS
Contributor Bruhn, Andrés
Publication Year 2023
Funding Reference DFG 251654672
Rights CC BY 4.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/licenses/by/4.0
OpenAccess true
Contact Bruhn, Andrés (Institute for Visualization and Interactive Systems, University of Stuttgart)
Representation
Resource Type Dataset
Format application/zip
Size 3783; 2995538894; 2996583105; 478094; 10608767690; 10564007268; 10533517768; 10488720068; 10528278007; 10483653136; 47241115580; 46940854530; 47214992751; 46909665839; 13361546687; 13363460448; 4626778672
Version 2.0
Discipline Other