Sökning: "Handwritten Digit Segmentation"

Hittade 2 uppsatser innehållade orden Handwritten Digit Segmentation.

1. 1. Handwritten digit recognition based on segmentation-free method

   Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Författare :Mengqiao Zhao; [2020]
   Nyckelord :handwritten digit recognition; optical character recognition; segmentation-free;

   Sammanfattning : This thesis aims to implement a segmentation-free strategy in the context of handwritten multi-digit string recognition. Three models namely VGG-16, CRNN and 4C are built to be evaluated and benchmarked, also research about the effect of the different training set on model performance is carried out. .. LÄS MER

3. 2. 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