Perceiving Systems, Computer Vision

SPEC dataset: Pano360, SPEC-SYN, SPEC-MTP

2021-10-12


Pano360 dataset consists of 35K panoramic images of which 34K are from Flickr and 1K rendered from photorealistic 3D scenes. We use it to train CamCalib. SPEC-SYN is a photorealistic synthetic dataset which has accurate ground-truth SMPL and camera annotations. We use it for both training and evaluating SPEC. SPEC-MTP is a crowdsourced dataset consisting of real images, camera calibration and SMPL-X fits. We use it only for evaluation purposes in the experiment.

Author(s): Muhammed Kocabas and Chun-Hao P. Huang and Joachim Tesch and Lea Müller and Otmar Hilliges and Michael J. Black
Department(s): Perceiving Systems
Research Projects(s): Regressing Humans
Publication(s): {SPEC}: Seeing People in the Wild with an Estimated Camera
Authors: Muhammed Kocabas and Chun-Hao P. Huang and Joachim Tesch and Lea Müller and Otmar Hilliges and Michael J. Black
Release Date: 2021-10-12
Repository: https://github.com/mkocabas/SPEC#datasets
External Link: https://spec.is.tue.mpg.de/