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Use Cases

Hover-view: orthomosaic processing using the uavgeo Python library

Hover-view: orthomosaic processing using the uavgeo Python library

Hoverview is a series of blog posts throughout the ICAERUS project discussing everything drone technologies. This third instalment presents an implementation of quantization for deep learning models to improve the inference speed on an ICAERUS dataset.

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593 455 ICAERUS
Hover-view: towards real-time, on-device cow detection: applying post-training piecewise linear quantization for Deep Neural Networks

Hover-view: towards real-time, on-device cow detection: applying post-training piecewise linear quantization for Deep Neural Networks

Hoverview is a series of blog posts throughout the ICAERUS project discussing everything drone technologies. This third instalment presents an implementation of quantization for deep learning models to improve the inference speed on an ICAERUS dataset.

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602 449 ICAERUS
A new video from AUA and HCPA is out now!

A new video from AUA and HCPA is out now!

ICAERUS coordinator AUA and partner HCPA brought together footage captured from field experiments to create an informative video about their drone spraying use case. Check out the footage and learn…

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1903 1074 ICAERUS
The ICAERUS Use Cases- FORESTRY AND BIODIVERSITY

The ICAERUS Use Cases- FORESTRY AND BIODIVERSITY

Main Objectives Monitor forest tree health through the use of drones, satellites (Sentinel-2) and data science Identify and inspect areas of potentially high fire risk and asses fire fuel types…

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975 703 ICAERUS
The ICAERUS Use Cases- RURAL LOGISTICS

The ICAERUS Use Cases- RURAL LOGISTICS

Main Objectives - Design, develop and deploy an innovative drone-delivery fleet management system Country Greece and North Macedonia Partners Experimental Design Identification Risks, barriers (topography, obstacles, regulations) Drone requirements (payloads,…

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975 705 ICAERUS
The ICAERUS Use Cases- LIVESTOCK MONITORING

The ICAERUS Use Cases- LIVESTOCK MONITORING

Main objectives  Assess drone and camera models adapted to different grassland-based cattle and sheep systems. Create an inventory of different routines and drones uses according to the systems and technologies…

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977 698 ICAERUS
The ICAERUS Use Cases- DRONE SPRAYING

The ICAERUS Use Cases- DRONE SPRAYING

Main Objectives Test and assess spraying configurations for optimal drone spraying applications in field conditions. Compare efficiency and environmental impact of conventional vs drone spraying practices Identify risks and develop mitigation strategies related…

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973 707 ICAERUS
The ICAERUS Use Cases- CROP MONITORING

The ICAERUS Use Cases- CROP MONITORING

MAIN OBJECTIVE Integrate automated solutions for disease detection on leaves and canopies of agricultural crop plants ⇨⇨ to improve health monitoring and reduce chemical pesticide use. Locate and map diseased…

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971 697 ICAERUS
Risk Assessment and Drones

Risk Assessment and Drones

Drone flights are inherently an activity prone to multiple risks. In open-field conditions, there are multiple parameters that constantly interact with each other, often in unpredictable ways, and can ultimately…

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1200 664 ICAERUS
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      Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or Research Executive Agency. Neither the European Union nor the granting authority can be held responsible for them.

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