Essays about: "Ali Muquri"
Found 2 essays containing the words Ali Muquri.
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1. Aggregating predictions of a yeast semantic segmentation model : Reducing a pixel classifier into a binary image classifier
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The introduction of machine learning in clinical microbiology is important for aiding clinical laboratories with highly repetitive tasks that are fatiguing, error-prone, and require long employee training time due to the complex nature of the task. A challenging task that belongs to the subareas that need assistance is yeast detection in fluorescence microscopy where various yeast morphologies exist. READ MORE
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2. Data augmentation and related opportunity cost for managing the contemporary data sparsity
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This paper explored data augmentation as an alternative solution to the supervised data sparsity that has become a deeply rooted issue in machine learning projects. Convolutional Neural Network models with architecture resembling the ResNet Neural Network were trained on an augmented version of the CIFAR-10 dataset. READ MORE
