Haku
Viitteet 1-5 / 5
Open-source dog breed identification using CNN: explanation of the development & underlying technological specifications
(2023)
This thesis aims to develop a deep learning model that uses the Fast.ai library and transfer learning to create a convolutional neural network model. The model will identify dog breeds in digital images and evaluate the ...
Combating Involuntary Information Leakage in Video Conferences Using Computer Vision Algorithms
(2023)
Information security is an endless process. With the evolution of technologies, this topic has been broadly discussed over time. During the COVID-19 pandemic, most activities have changed from personal attendance to online, ...
Tumor Detection in Distributed Data Silos
(2023)
This thesis focuses on a computer vision problem of tumor detection from magnetic resonance images in federated learning settings and investigates the performance of using different subsets of collaborators in each federated ...
Car sales analysis in the Nordic Countries
(2023)
Sales forecasting is an essential component of business intelligence and, artificial intelligence and predictive analytics are now essential tools for companies to predict market trends and forecast sales volumes.
In ...
Acid Sulfate Soils Classification and Prediction from Environmental Covariates using Extreme Learning Machines
(2023)
Acid Sulfate Soil (ASS) mainly occurs because of naturally occurring phenomena. It is a sulfate-bearing sediment found in coastal areas around the globe. The highest concentration of Europe’s ASS is in Finland. It has been ...