For the CVPR 2023 WoodScape Challenge, Parallel Domain created a dataset of 106 synthetic urban scenes across 4,240 keyframes, captured under variable cloudiness. Each keyframe, recorded via four fisheye cameras, includes 2D and 3D bounding boxes, depth, semantic, and motion segmentation annotations, totaling 16,960 annotated images paired with prior RGB frames.