Sökning: "Handwritten Digit Classification"

Hittade 3 uppsatser innehållade orden Handwritten Digit Classification.

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

    Magister-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

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

    Sammanfattning : 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. LÄS MER

  3. 2. Hyperparameter Optimization for Convolutional Neural Networks

    Magister-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Clément Gousseau; [2020]
    Nyckelord :;

    Sammanfattning : 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. LÄS MER

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

    Master-uppsats, Blekinge Tekniska Högskola

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

    Sammanfattning : 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. LÄS MER