# On the Issues of TrueDepth Sensor Data for Computer Vision Tasks Across Different iPad Generations

arXiv: https://arxiv.org/abs/2201.10865 · HTML: https://mlsanity.com/paper/2201.10865/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 1 of its 12 references that are in the map.
- First posted on arXiv 26 Jan 2022.

## Builds on (most cited first, 1 of 1)

- [Robust Intrinsic and Extrinsic Calibration of RGB-D Cameras](https://mlsanity.com/paper/1701.05748/) (2017)

## Abstract (arXiv)

In 2017 Apple introduced the TrueDepth sensor with the iPhone X release. Although its primary use case is biometric face recognition, the exploitation of accurate depth data for other computer vision tasks like segmentation, portrait image generation and metric 3D reconstruction seems natural and lead to the development of various applications. In this report, we investigate the reliability of TrueDepth data - accessed through two different APIs - on various devices including different iPhone and iPad generations and reveal two different and significant issues on all tested iPads.