Essays about: "SimCLR"

Showing result 6 - 7 of 7 essays containing the word SimCLR.

1. 6. Self-Supervised Learning: Land Classification of Satellite Imagery

   University essay from Lunds universitet/Matematisk statistik

   Author : Robert Skoglund; [2022]
   Keywords : Self-supervised learning; remote sensing; land classification; SimCLR; Mathematics and Statistics;

   Abstract : The rise of self-supervised learning has granted a deeper level of generalized machine learning capable of learning semantic representations without any use of labelling. With 700 satellites orbiting Earth and generating terabytes of unlabelled data daily, satellite imagery serves as a particularly enticing data set for self-supervised learning, containing rich information with many applicable domains,such as agriculture. READ MORE

3. 7. Semi-Supervised Learning for Cell Death Assays

   University essay from Umeå universitet/Institutionen för fysik

   Author : Nelly Westman; [2021]
   Keywords : ;

   Abstract : Chemotherapy is a type of cancer treatment that uses drugs to kill the cancer cells. In order to evaluate the drug performance, we need cell death assays. Today, most cell death assays are based on fluorometric detection, which can cause phototoxic effects. READ MORE