Essays about: "Konvolutionära neurala nätverk"

Found 2 essays containing the words Konvolutionära neurala nätverk.

1. 1. Training a Neural Network using Synthetically Generated Data

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Fredrik Diffner; Hovig Manjikian; [2020]
   Keywords : Synthetic data set; Generating synthetic data set; Machine learning; Deep Learning; Convolutional Neural Networks; Machine learning model; Character recognition in natural images; Char74k; ICDAR2003.; Syntetiskt dataset; Generera syntetiskt data; Maskininlärning; Maskininlärningsmodell; Djuplärning; Konvolutionära neurala nätverk; teckenigenkänning i bilder; Char74k; ICDAR2003;

   Abstract : A major challenge in training machine learning models is the gathering and labeling of a sufficiently large training data set. A common solution is the use of synthetically generated data set to expand or replace a real data set. READ MORE

3. 2. Character Recognition in Natural Images Utilising TensorFlow

   University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

   Author : Alexander Viklund; Emma Nimstad; [2017]
   Keywords : character recognition; natural images; TensorFlow; data augmentation; neural networks; Chars74K; convolutional; teckenigenkänning; naturliga bilder; TensorFlow; dataaugmentering; neurala nätverk; neuronnät; Chars74K;

   Abstract : Convolutional Neural Networks (CNNs) are commonly used for character recognition. They achieve the lowest error rates for popular datasets such as SVHN and MNIST. Usage of CNN is lacking in research about character classification in natural images regarding the whole English alphabet. READ MORE