Essays about: "Geoffrey Hinton"

Found 1 essay containing the words Geoffrey Hinton.

1. 1. An investigation of Recent Deep Learning Techniques Applied to Blood Cell Image Analysis

   University essay from Lunds universitet/Matematik LTH

   Author : Andreas Forslöw; [2018]
   Keywords : deep learning; machine learning; capsule networks; neural networks; Geoffrey Hinton; Sara Sabour; Hinton; Sabour; Frosst; dynamic routing; em routing; cellavision; andreas forslöw; anders heyden; mattias nilsson; image classification; image analysis; blood cells; white blood cells; Mathematics and Statistics;

   Abstract : This project has investigated the performances of Capsule Networks in comparison to Convolutional Neural Networks (CNNs) on white blood cell image classification at CellaVision. The Capsule Network models that were investigated are EM Routing Capsule Networks (EMCNs) and Dynamic Routing Capsule Networks (DCNs). READ MORE