Essays about: "Handwritten Digit Classification"

Found 3 essays containing the words Handwritten Digit Classification.

1. 1. Impact of GAN methods for theHandwritten Digit Classification inHandwritten Document Images

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Athul Velagapudi; [2023]
   Keywords : Classification; Machine learning; Deep learning; GANS; Feature extrac- tion;

   Abstract : Background: GANs are well-known for their ability to generate realistic fake sample data, which can be audio, images, and videos. The application areas of GANs have increased their popularity in recent years. The first and best feature of GANs is their learning nature, characterized by powerful learning. READ MORE

3. 2. Hyperparameter Optimization for Convolutional Neural Networks

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

   Author : Clément Gousseau; [2020]
   Keywords : ;

   Abstract : Training algorithms for artificial neural networks depend on parameters called the hyperparameters. They can have a strong influence on the trained model but are often chosen manually with trial and error experiments. READ MORE

4. 3. Automatic Handwritten Digit Recognition On Document Images Using Machine Learning Methods

   University essay from Blekinge Tekniska Högskola

   Author : Akkireddy Challa; [2019]
   Keywords : Handwritten Digit Recognition; Handwritten Digit Segmentation; Handwritten Digit Classification; Machine Learning Methods; Deep Learning; Image processing on document;

   Abstract : Context: The main purpose of this thesis is to build an automatic handwritten digit recognition method for the recognition of connected handwritten digit strings. To accomplish the recognition task, first, the digits were segmented into individual digits. READ MORE