Can I read Densescout: Algorithm-System Co-Design For Budgeted Tiny Object Selection On Edge Platforms on EtoBox?

Densescout: Algorithm-System Co-Design For Budgeted Tiny Object Selection On Edge Platforms by jose.gutierrez.sagredo is a document available to read on EtoBox.

What is Densescout: Algorithm-System Co-Design For Budgeted Tiny Object Selection On Edge Platforms about?

The document presents DenseScout, a lightweight dense-response selector designed for budgeted tiny object selection on edge platforms, addressing challenges in deploying tiny object perception under strict compute and latency constraints. DenseScout outperforms traditional detector-based methods by directly ranking candidate patches from high-resolution images and ensuring deadline compliance through a transport-aware runtime realization. The study emphasizes the importance of an algorithm-system co-design

Author

jose.gutierrez.sagredo

Language

EN