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Št. zadetkov: 3
Energy efficient system for detection of elephants with Machine Learning
Marko Sagadin, Iztok Kramberger, Vojislav Dragan Milivojević
Magistrsko delo
Oznake: machine learning;microcontroller;on-device inference;thermal camera;low-power system;
Human-Elephant Conflicts are a major problem in terms of elephant conservation. According to WILDLABS, an average of 400 people and 100 elephants are killed every year in India alone because of them. Early warning systems replace the role of human watchers and warn local communities of nearby, po ...
Leto: 2020 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
Software based encoder/decoder generation for data exchange optimization in the internet of things
Tjaž Vračko, Aleš Holobar, Vojislav Dragan Milivojević
Magistrsko delo
Oznake: encoding/decoding;schema;schema evolution;bit packing;code generation;
Efficient encoding of data is an important part of projects in the Internet of Things space. Communication packets must be kept as small as possible in order to minimize the power consumption of devices. In this thesis, an automatic code generation tool, irpack, is proposed ...
Leto: 2022 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
Development of an open-source framework for automatic alignment of KORUZA free-space optical communication system
Nejc Klemenčič, Božidar Potočnik, Vojislav Milivojević
Magistrsko delo
Oznake: free-space optics;automatic alignment;neural networks;object detection;open-source framework;
This thesis aims to implement an open-source framework for the automatic alignment and tracking of the KORUZA v2 Pro free-space optical solution. Free-space optical systems are explored and current optical alignment and tracking solutions are analyzed. We use Neural Network-based object detection ap ...
Leto: 2022 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
Št. zadetkov: 3
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