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Developing computer vision-based soft sensor for municipal solid waste burning grate boiler : A practical application for flame front and area detection
(2021)
Diplomityö
Diplomityö
Waste is incinerated in grate boilers to produce energy that is then converted to electricity and heat. Even though grate boilers can use low-quality waste as fuel, the grate combustion is proven to be harder to control ...
Evaluation of a computer vision model for a crane's target position measurement system
(2021)
Diplomityö
Diplomityö
The aim of this thesis is to inspect how computer vision models used in keypoint detection are evaluated. An evaluation system for the models is implemented based on the research. The second objective is to examine how the ...
Precise detection of fiducials using machine learning
(2023)
Diplomityö
Diplomityö
Machine learning methods, specifically convolutional neural networks, can yield good results in many computer vision tasks. With a suitable model and good training data, machine learning models outperform more traditional ...
Oriented Bounding Box Detection for Bird's Eye View Camera
(2024)
Diplomityö
Diplomityö
Oriented bounding box detection has seen a lot of development and new methods in the recent years. Almost without exception, the detection target for these methods has been objects in aerial images, taken with drones or ...