Essays about: "Project Ngulia"

Showing result 1 - 5 of 6 essays containing the words Project Ngulia.

1. 1. Edge Machine Learning for Wildlife Conservation : A part of the Ngulia project

   University essay from Linköpings universitet/Reglerteknik

   Author : Richard Gotthard; Marcus Broström; [2023]
   Keywords : Edge Machine Learning; Object Detection; Classification; Wildlife Conservation;

   Abstract : The prominence of Edge Machine Learning is increasing swiftly as the performance of microcontrollers continues to improve. By deploying object detection and classification models on edge devices with camera sensors, it becomes possible to locate and identify objects in their vicinity. READ MORE

3. 2. Semi-Automatic ImageAnnotation Tool

   University essay from Linköpings universitet/Reglerteknik

   Author : Miranda Alvenkrona; Tilda Hylander; [2023]
   Keywords : annotation; machine learning; annotation tool; image annotation; object detection; selective annotation; re-training;

   Abstract : Annotation is essential in machine learning. Building an accurate object detec-tion model requires a large, diverse dataset, which poses challenges due to thetime-consuming nature of manual annotation. This thesis was made in collabora-tion with Project Ngulia, which aims at developing technical solutions to protectand monitor wild animals. READ MORE

4. 3. Gunshot Detection and Direction of Arrival Estimation Using Machine Learning and Received Signal Power

   University essay from Linköpings universitet/Institutionen för systemteknik

   Author : David Grahn; Timothy Cooper; [2023]
   Keywords : Direction of arrival; Machine Learning; Received signal power; Project Ngulia; Gunshot Detection; Poaching;

   Abstract : Poaching is a persistent issue that threatens many of earth’s species including therhino. The methods used by poachers are varied, but many use guns to carry outtheir illegal activities. Gunfire is extremely loud and can be heard for kilometres. READ MORE

5. 4. Interactive wide-angle viewcamera for a virtual watch tower : A part of the Ngulia Project

   University essay from Linköpings universitet/Reglerteknik

   Author : Victoria Stråberg; Afra Farkhooy; [2023]
   Keywords : virtual watch tower; wide angle camera; 360 images; equirectangular projection; single board computer; user experience; surveillance system; animal preservation;

   Abstract : The declining population of black rhinoceroses in Tsavo West national park, Kenya, has served as the driving force behind Project Ngulia, with Ngulia serving as an enclosed area within the park. As of now, the area is equipped with multiple cameras connected to a system that automatically classify animals and humans. READ MORE

6. 5. A Smart Surveillance System Using Edge-Devices for Wildlife Preservation in Animal Sanctuaries

   University essay from Linköpings universitet/Reglerteknik

   Author : Johan Linder; Oscar Olsson; [2022]
   Keywords : Computer Vision; Edge devices; object detection; animal detection; animal preservation; microcontroller; camera trap; deep learning; esp32; transfer learning; smart surveillance system;

   Abstract : The Internet of Things is a constantly developing field. With advancements of algorithms for object detection and classification for images and videos, the possibilities of what can be made with small and cost efficient edge-devices are increasing. READ MORE