Enhanced AI On-the-Edge 3D Vision Accelerated Point Cloud Spatial Computing Solution

Gaurav Kumar Wankar, Shubham Vohra

2021

Abstract

With the emergence of Industry - 5.0, the 3D Vision Product Market is growing rapidly. Leveraging Disruptive Technologies, we are exploring Artificial Intelligence driven Advanced 3D Vision immersive Business Solutions with transformative experiences leveraging Deep Learning accelerated with Voxelization, PointPillars and PointNet approaches for classification of Point Clouds enhancing the feature extraction to be more accurate bringing our work and data to life. NVIDIA Jetson Tx2 targeted at power constrained AI on-the-edge applications maintains awareness of its surroundings by visualizing in 3D space leveraging Azure Kinect DK depth sensing instead of 2D space thereby improving the performance in Edge AI computing device. Leveraging state of the art technologies converging AI and Mixed Reality we further encourage the readers to explore the possibilities of Next Generation services bringing accurate and immersive real-world information allowing decision-making based on Digital Reality driving Digital Transformation.

Paper Citation

in Harvard Style

Wankar G. and Vohra S. (2021). Enhanced AI On-the-Edge 3D Vision Accelerated Point Cloud Spatial Computing Solution. In Proceedings of the 10th International Conference on Data Science, Technology and Applications - Volume 1: DATA, ISBN 978-989-758-521-0, pages 362-369. DOI: 10.5220/0010616203620369

in Bibtex Style

@conference{data21,
author={Gaurav Kumar Wankar and Shubham Vohra},
title={Enhanced AI On-the-Edge 3D Vision Accelerated Point Cloud Spatial Computing Solution},
booktitle={Proceedings of the 10th International Conference on Data Science, Technology and Applications - Volume 1: DATA,},
year={2021},
pages={362-369},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010616203620369},
isbn={978-989-758-521-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 10th International Conference on Data Science, Technology and Applications - Volume 1: DATA,
TI - Enhanced AI On-the-Edge 3D Vision Accelerated Point Cloud Spatial Computing Solution
SN - 978-989-758-521-0
AU - Wankar G.
AU - Vohra S.
PY - 2021
SP - 362
EP - 369
DO - 10.5220/0010616203620369