Resumen:
Sign language is a complete language with its own gram-
matical rules, akin to any spoken language used world-
wide. It comprises two main components: static words and
ideograms. Ideograms involve hand movements and contact
with various parts of the body to convey meaning. Variations
in sign language are evident across different countries, neces-
sitating comprehensive documentation of each country’s sign
language. In Mexico, there is a lack of formal datasets for
Mexican Sign Language (MSL), to solve this issue we struc-
ture a dataset of 249 words of the MSL divided into 17 sub-
sets, we use background and clothes of black color to en-
hance the areas of interest (hands and face), for each word
we use an average of 11 individuals, from every video se-
quence we obtain an average of 15 frames from each indi-
vidual, obtaining 31442 jpg images.