https://dasya.itu.dk/tags/similarity/ Recent content in similarity on DASYA Hugo -- gohugo.io en-us © DASYA, IT University of Copenhagen Thu, 22 Apr 2021 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/archive/crowdsourcing-similarity/ Thu, 22 Apr 2021 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/archive/crowdsourcing-similarity/ Machine learning algorithms for skin lesion classification typically learn from images which have been labeled as malignant (for example, melanoma) or not. Such tasks can still suffer from overfitting due to limited dataset size. In other computer vision tasks, crowdsourcing labels has been effective, but the average person typically does not have the background to classify skin lesions. However, assessing the similarity of images might still be possible, even without such background.