Published February 14, 2023 | Version v1.2.0
Software Open

TINTO: A Novel Framework to Convert Tidy Data into Image for Deep Learning with Convolutional Neural Networks

Authors/Creators

  • 1. Universidad Politécnica de Madrid

Description

In this version a filter is created since a matrix of size "2distancetotal_steps+1" is being created to act as a "filter", which covers the whole circular space of the minutiae determined by the distance and by the total number of steps. This "filter", which is a matrix, would be multiplied with a scalar, which is the intensity value. Finally, this resulting matrix is placed as a submatrix within the final matrix where the centre of the submatrix would be the position of the characteristic pixel.

  • Blurring have been improved.
  • Two new functions: createFilter and blurringFilter
  • The distance now is in pixels (previously it was by percentage). By default is 2
  • Sub-matrices have been created for blurring.
  • Fixed the vertical and horizontal pixels bug.

Files

oeg-upm/TINTO-v1.2.0.zip

Files (119.8 MB)

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