Sökning: "Ilastik"

Hittade 2 uppsatser innehållade ordet Ilastik.

1. 1. Semantic Segmentation of Iron Ore Pellets in the Cloud

   Uppsats för yrkesexamina på avancerad nivå, Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Författare :Hampus Lindberg; [2021]
   Nyckelord :Data annotation; Semantic segmentation; Docker; AWS; SageMaker; Ilastik; PyTorch; Unet ;

   Sammanfattning : This master's thesis evaluates data annotation, semantic segmentation and Docker for use in AWS. The data provided has to be annotated and is to be used as a dataset for the creation of a neural network. Different neural network models are then to be compared based on performance. LÄS MER

3. 2. Semantic Segmentation of Iron Pellets as a Cloud Service

   Uppsats för yrkesexamina på avancerad nivå, Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Författare :Rosenvall Christopher; [2020]
   Nyckelord :AWS; Amazon Web Services; Iron Pellets; Iron Ore; Iron Ore Pellets; Cloud; Cloud Service; Semantic Segmentation; Machine Learning; SageMaker; Neural Networks; FCN; PSP; DeepLab;

   Sammanfattning : This master’s thesis evaluates automatic data annotation and machine learning predictions of iron ore pellets using tools provided by Amazon Web Services (AWS) in the cloud. The main tool in focus is Amazon SageMaker which is capable of automatic data annotation as well as building, training and deploying machine learning models quickly. LÄS MER