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About Deep-Drone-Object 2
This document describes Deep Drone, a framework for object detection and tracking on drones using embedded systems. It implements advanced detection algorithms like Faster R-CNN and tracks objects using the KCF algorithm. The system achieves real-time performance of 71 frames per second for tracking and 1.6 frames per second for detection on NVIDIA TX1 embedded hardware. It balances accuracy, speed, power consumption and hardware constraints for deployment on drones.
Detailed Information
| Author: | ['Samuel Brand'] |
|---|---|
| Publication Year: | 2018 |
| Pages: | 8 |
| Language: | English |
| Format: | |
| Price: | FREE |
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