Dataset for Machine Learning

Dataset for experimenting machine learning methods.




Here is a series of particles we want to sort according to their shape.

Fig. 1: Data set

Download the montage of Fig.1. Then, convert it in 8-bits (Image > Type > 8-bit) and create a stack from the image (Image > Stacks > Tools > Montage to Stack).
 

The various shapes were labelled according to the following convention (Fig. 2).

Fig.2: Labels of the six different shapes.

Thus, the dataset of Fig. 1. is labelled as follows:

 3, 5, 4, 6, 2, 5, 3, 2, 2, 5, 1, 3, 4, 1, 3, 3, 6, 2, 4, 3, 
 5, 4, 6, 2, 1, 4, 1, 4, 1, 6, 6, 5, 5, 3, 6, 6, 4, 3, 4, 5,
 3, 3, 4, 3, 1, 5, 5, 2, 5, 4, 4, 3, 1, 4, 2, 4, 3, 3, 1, 6,
 3, 5, 1, 5, 4, 4, 2, 1, 1, 1, 4, 4, 6, 4, 4, 4, 1, 3, 1, 3,
 3, 3, 3, 5, 1, 2, 5, 3, 1, 3, 1, 2, 6, 6, 5, 1, 4, 2, 1, 1,
 6, 6, 3, 1, 3, 5, 5, 1, 4, 2, 2, 1, 2, 1, 4, 6, 6, 6, 6, 1,
 1, 3, 6, 2, 3, 4, 2, 4, 5, 3, 4, 2, 5, 5, 3, 6, 6, 6, 5, 4,
 1, 1, 1, 6, 6, 5, 5, 6, 4, 6, 1, 4, 1, 2, 3, 6, 3, 6, 4, 6,
 3, 3, 1, 6, 4, 1, 2, 1, 1, 5, 6, 1, 6, 6, 5, 3, 1, 5, 3, 1,
 3, 4, 3, 5, 5, 4, 5, 3, 6, 6, 4, 6, 1, 4, 4, 6, 1, 6, 4, 3,
 1, 2, 5, 1, 3, 4, 3, 2, 6, 5, 3, 2, 1, 2, 3, 4, 5, 1, 1, 3,
 5, 3, 3, 6, 6, 4, 2, 1, 1, 1, 6, 1, 6, 2, 1, 5, 1, 3, 5, 6,
 2, 6, 6, 4, 3, 2, 5, 3, 6, 4, 1, 4, 1, 2, 5, 3, 1, 5, 2, 6,
 6, 3, 2, 5, 2, 2, 5, 6, 6, 4, 3, 6, 2, 2, 1, 1, 1, 1, 4, 4,
 5, 1, 3, 1, 6, 3, 3, 6, 6, 4, 3, 5, 6, 5, 6, 3, 6, 6, 1, 1,
 6, 4, 3, 4, 6, 6, 3, 1, 3, 3, 4, 6, 1, 2, 6, 6, 3, 1, 5, 2,
 6, 4, 6, 5, 5, 4, 3, 6, 4, 4, 4, 1, 3, 2, 1, 5, 1, 2, 1, 2,
 2, 5, 2, 4, 5, 5, 2, 3, 4, 3, 3, 5, 3, 3, 3, 2, 6, 1, 2, 5,
 3, 2, 4, 5, 5, 5, 5, 4, 2, 2, 3, 6, 6, 2, 6, 2, 2, 2, 5, 6,
 4, 3, 1, 1, 3, 1, 1, 6, 4, 5, 4, 3, 5, 3, 6, 5, 3, 3, 3, 1,
 5, 2, 5, 4, 5, 6, 6, 4, 4, 2, 3, 6, 6, 1, 4, 1, 2, 5, 3, 6,
 2, 2, 6, 1, 5, 4, 5, 3, 2, 2, 4, 4, 6, 3, 6, 3, 1, 6, 2, 2,
 3, 6, 2, 2, 2, 3, 2, 6, 5, 1, 4, 5, 3, 5, 4, 1, 4, 2, 5, 6,
 3, 6, 4, 5, 4, 6, 5, 4, 5, 1, 4, 3, 6, 5, 4, 6, 6, 4, 2, 4,
 5, 4, 6, 4, 4, 4, 1, 5, 2, 6, 3, 3, 6, 1, 2, 6, 4, 1, 3, 1,
 6, 3, 6, 3, 3, 3, 4, 2, 1, 2, 2, 3, 1, 1, 5, 4, 3, 4, 4, 1,
 1, 1, 3, 5, 3, 5, 6, 2, 6, 1, 1, 3, 6, 6, 1, 6, 4, 6, 4, 1,
 5, 1, 2, 6, 3, 6, 6, 2, 5, 3, 1, 4, 2, 1, 4, 2, 3, 6, 5, 3,
 3, 3, 6, 3, 2, 6, 5, 4, 5, 5, 5, 4, 5, 4, 2, 2, 5, 3, 6, 2,
 3, 1, 1, 3, 3, 4, 6, 4, 5, 6, 5, 1, 2, 6, 1, 2, 5, 5, 3, 3,
 4, 6, 1, 6, 4, 2, 5, 3, 4, 5, 3, 2, 4, 2, 5, 6, 6, 2, 6, 6,
 3, 1, 3, 5, 6, 5, 5, 2, 1, 5, 2, 6, 5, 4, 4, 4, 2, 6, 3, 5,
 2, 4, 6, 2, 3, 4, 6, 2, 1, 5, 3, 2, 6, 6, 5, 4, 1, 3, 3, 5,
 4, 4, 5, 4, 6, 4, 5, 5, 2, 4, 1, 6, 6, 4, 6, 5, 2, 5, 3, 2,
 4, 5, 5, 1, 1, 6, 6, 4, 2, 1, 3, 6, 4, 2, 2, 3, 5, 1, 1, 5,
 3, 5, 2, 6, 4, 1, 1, 6, 4, 4, 3, 4, 5, 3, 6, 4, 2, 3, 4, 2,
 5, 5, 2, 1, 1, 1, 4, 2, 6, 5, 1, 5, 2, 6, 5, 4, 3, 5, 4, 5,
 5, 6, 4, 2, 5, 5, 2, 2, 3, 2, 5, 4, 1, 3, 2, 1, 6, 6, 1, 1,
 2, 1, 1, 4, 1, 6, 1, 1, 4, 3, 2, 1, 1, 6, 4, 4, 4, 3, 6, 2,
 6, 5, 2, 2, 2, 1, 1, 4, 5, 3, 2, 1, 6, 4, 2, 6, 3, 1, 4, 3,
 4, 5, 6, 4, 3, 3, 5, 2, 4, 3, 1, 4, 5, 4, 3, 4, 4, 1, 3, 3,
 5, 2, 6, 6, 3, 6, 5, 4, 6, 4, 3, 3, 4, 5, 2, 3, 1, 6, 4, 5,
 1, 2, 3, 6, 3, 4, 1, 5, 2, 3, 1, 3, 1, 3, 6, 3, 4, 5, 6, 5,
 3, 5, 2, 4, 5, 6, 3, 1, 1, 2, 3, 2, 6, 2, 1, 4, 4, 6, 3, 1,
 4, 5, 3, 6, 2, 3, 3, 1, 3, 1, 4, 1, 3, 3, 3, 1, 1, 4, 1, 3,
 1, 6, 3, 6, 5, 4, 1, 1, 5, 1, 2, 4, 5, 5, 3, 4, 5, 3, 3, 6,
 2, 6, 2, 6, 4, 4, 6, 5, 3, 5, 6, 4, 4, 1, 1, 4, 2, 1, 4, 2,
 6, 3, 6, 1, 5, 4, 2, 5, 4, 6, 5, 5, 4, 2, 3, 1, 4, 3, 6, 6,
 3, 4, 5, 3, 1, 2, 3, 5, 1, 5, 3, 1, 3, 2, 6, 5, 2, 6, 5, 3,
 1, 3, 3, 1, 4, 4, 2, 2, 5, 2, 6, 5, 2, 6, 2, 1, 4, 5, 1, 5,
 3, 6, 6, 2, 5, 6, 2, 1, 5, 2, 5, 6, 4, 1, 5, 2, 2, 4, 2, 4,
 2, 6, 1, 4,