Essays about: "mc dropout"
Found 3 essays containing the words mc dropout.
-
1. Probabilistic Detection of Nuclei in Digital Pathology using Bayesian Deep Learning
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Deep learning (DL) has demonstrated outstanding performance in a variety of applications. With the assistance of DL, healthcare seeks to reduce labor costs and increase access to high-quality medical resources. To ensure the stability and robustness of DL applications in medicine, it is essential to estimate the uncertainty. READ MORE
-
2. Deep Learning for estimation of fingertip location in 3-dimensional point clouds : An investigation of deep learning models for estimating fingertips in a 3D point cloud and its predictive uncertainty
University essay from Linköpings universitet/Statistik och maskininlärningAbstract : Sensor technology is rapidly developing and, consequently, the generation of point cloud data is constantly increasing. Since the recent release of PointNet, it is possible to process this unordered 3-dimensional data directly in a neural network. READ MORE
-
3. How Certain Are You of Getting a Parking Space? : A deep learning approach to parking availability prediction
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : Traffic congestion is a severe problem in urban areas and it leads to the emission of greenhouse gases and air pollution. In general, drivers lack knowledge of the location and availability of free parking spaces in urban cities. READ MORE