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ITOP

Invariant-Top View Dataset

홈페이지 · 논문 23편

The ITOP dataset consists of 40K training and 10K testing depth images for each of the front-view and top-view tracks. This dataset contains depth images with 20 actors who perform 15 sequences each and is recorded by two Asus Xtion Pro cameras. The ground-truth of this dataset is the 3D coordinates of 15 body joints. Source: V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map Image Source: https://www.youtube.com/watch?v=4gPI-GOf9wg

Images

벤치마크

Pose Estimation on ITOP front-view 결과 21개
Pose Estimation on ITOP top-view 결과 15개
3D Human Pose Estimation on ITOP front-view 결과 4개