Machine Learning

Announcing LIFT Forest: An eVTOL AI Project in Forest Analytics

Announcing LIFT Forest: An eVTOL AI Project in Forest Analytics 1938 1300 Irnas

We’re excited to announce a new project that marks a significant leap in forest monitoring technology: LIFT Forest – eVTOL AI, Analytics of Forest Biomass. This enables unparalleled data collection…

LoRaWAN’s Dual-Band Revolution: Unleashing 2.4 GHz Innovation

LoRaWAN’s Dual-Band Revolution: Unleashing 2.4 GHz Innovation 1920 828 Irnas

From smart cities to agriculture, LoRaWAN has demonstrated adaptability across various domains, continuously evolving and unveiling new capabilities. We now enter the era of 2.4 GHz LoRa, a development extending…

Izoelektro_IRNAS_RAM-1_Machine_Learning

Can On-device Machine Learning Prevent Forest Fires?

Can On-device Machine Learning Prevent Forest Fires? 1577 969 Irnas
With RAM-1, an electrical grid monitoring system with on-device machine learning, we can directly improve the environmental and public security of regions where it is deployed.
Edge IoT Devices at TTC 2021

The Things Conference 2021: Compact Multi-Featured IoT Devices for Industrial and Environmental Applications

The Things Conference 2021: Compact Multi-Featured IoT Devices for Industrial and Environmental Applications 1438 806 Irnas
When building an IoT device, first we have to focus on the purpose of the device. Will it serve a single-purpose application or is it meant for more complex operating, even interactions like data exchange, machine learning and upgrades? How much added value per miliwatt hour of battery consumption do you create with yout IoT device?
RAM-1-power-grid-monitor-by-IRNAS

RAM-1: Remote monitoring of smart power grids with cellular IoT- and Bluetooth LE-powered device

RAM-1: Remote monitoring of smart power grids with cellular IoT- and Bluetooth LE-powered device 718 364 Irnas
With RAM-1, a cellular IoT- and BLE- powered device, power grid operators will be able to monitor cases of faults in the power grid instantly, and thus take action immediately.
Elephants-detection-with-Machine-Learning

Energy-efficient system for detection of elephants with Machine Learning

Energy-efficient system for detection of elephants with Machine Learning 850 500 Irnas
Detecting elephants from thermal cameras, with the help of Machine Learning. Design, implementation and evaluation of Machine Learning models running on a general-purpose microcontroller under low-power conditions.