Ensenas Tool to Improve Communication

Udem Universidad de Monterrey

Ensenas Tool to Improve Communication ᨑᨗ Udem Universidad de Monterrey, A' Design Award

Desain Sosial Ensenas Tool to Improve Communication ᨑᨗ Udem Universidad de Monterrey Ensenas is a digital tool created to improve communication between people with hearing disabilities and hearing people in Mexico. Ensenas uses a machine learning model that reads Mexican Sign Language in real time and translates words into written Spanish. The model was trained with a data set of 400 videos of common signs, labeled and analyzed frame by frame through pose estimation. A responsive website presents the project and offers the research, the model and the data set for free download. The aim is to reduce the communication gap.

ᨄᨈᨑᨗᨆ A' Design Award

Ensenas Tool to Improve Communication ᨕᨔᨛᨒᨙᨊ Udem Universidad de Monterrey ᨕᨗᨊᨑᨗᨈᨘ ᨄᨈᨑᨗᨆ ᨑᨗᨄᨀᨒᨛᨅᨗ ᨑᨗ ᨄᨄᨀᨒᨛᨅᨗ A' Penghargaan Desain Sosial. Ensenas Tool to Improve Communication ᨆᨈᨑᨗᨆ A' Design Award ᨑᨗ ᨈᨕᨘ 2023 ᨊᨛᨊᨗᨕ ᨑᨗᨄᨀᨗᨈ ᨑᨗ Best Designs of the World ᨔᨗᨅᨓ ᨉᨙᨔᨕᨗ ᨆᨒᨕᨗᨊᨙ ᨆᨗᨊᨔ ᨆᨅᨙᨉ ᨑᨗ ᨅᨗᨕᨔ. ᨕᨗᨈᨕᨗ ᨄᨄᨗᨔᨛ ᨄᨑᨚᨐᨙ, ᨔᨄᨕᨗ ᨕᨔᨛᨒᨙ ᨆᨒᨕᨗᨊᨙ ᨑᨗ Udem Universidad de Monterrey ᨊᨛᨊᨗᨕ ᨕᨗᨔᨛᨂᨗ ᨄᨘᨊᨊ ᨔᨅ ᨉᨙᨔᨕᨗ Ensenas Tool to Improve Communication ᨆᨅᨙᨉ ᨑᨗ ᨕᨔᨛᨒᨙ ᨔᨕᨗᨂᨊ.

ᨄᨄᨗᨔᨛᨊ Ensenas

Desain Sosial Ensenas Tool to Improve Communication ᨑᨗ Udem Universidad de Monterrey Ensenas is a digital tool created to improve communication between people with hearing disabilities and hearing people in Mexico. Ensenas uses a machine learning model that reads Mexican Sign Language in real time and translates words into written Spanish. The model was trained with a data set of 400 videos of common signs, labeled and analyzed frame by frame through pose estimation. A responsive website presents the project and offers the research, the model and the data set for free download. The aim is to reduce the communication gap. Ensenas ᨆᨈᨑᨗᨆ A' Design Award ᨑᨗ ᨈᨗᨀᨛ ᨅᨛᨔᨗ, ᨄᨄᨀᨒᨛᨅᨗ ᨆᨑᨛᨁ ᨑᨗ A' Design Award & Competition. ᨉᨙᨔᨕᨗ ᨈᨗᨀᨛ ᨅᨛᨔᨗ ᨆᨄᨀᨗᨈ ᨕᨗᨉᨙ ᨆᨈᨛᨁᨘ ᨊᨛᨊᨗᨕ ᨉᨙᨔᨕᨗ ᨄᨑᨚᨄᨙᨔᨗᨕᨚᨊ, ᨑᨗᨄᨗᨒᨗ ᨑᨗ ᨍᨘᨑᨗ ᨆᨒᨚᨄᨚ ᨕᨘᨈᨘ ᨑᨗᨄᨈᨙᨑᨗ ᨔᨗᨅᨓ ᨕᨔᨛᨒᨙ ᨆᨈᨑᨗᨆ ᨄᨄᨀᨒᨛᨅᨗ, ᨑᨗᨆᨘᨊᨑᨗᨕ ᨄᨛᨑᨗᨀᨗᨔ ᨕᨀᨉᨙᨆᨗ ᨆᨒᨛᨇᨘ, ᨆᨊᨘᨑᨘ ᨕᨙᨈᨗᨀ, ᨆᨊᨘᨑᨘ ᨀᨘᨕᨒᨗᨈᨔᨊ ᨊᨛᨊᨗᨕ ᨈᨛᨊᨑᨗ ᨄᨅᨙᨉ-ᨅᨙᨉ. ᨑᨗᨒᨒᨛᨊ ᨄᨛᨑᨗᨀᨗᨔᨕᨙ, ᨕᨔᨛᨒᨙ ᨆᨔᨘᨕᨙ ᨑᨗᨄᨗᨒᨗ ᨒᨒᨚ ᨑᨗ ᨄᨛᨑᨗᨀᨗᨔ ᨑᨗ ᨔᨙᨕᨙᨒᨙᨆᨘ ᨈᨛᨊᨑᨗ ᨕᨗᨔᨛᨂᨗ ᨕᨔᨛᨊ ᨄᨛᨅᨘᨕᨙ, ᨆᨊᨘᨑᨘ ᨄᨈᨚᨀ ᨄᨛᨊᨗᨒᨕᨗᨕ ᨄᨘᨑ ᨑᨗᨈᨛᨈᨛᨀᨙ ᨊᨛᨊᨗᨕ ᨑᨗᨄᨕᨗᨔᨛ ᨑᨗ ᨈᨕᨘ ᨆᨙᨁᨕᨙ.

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ᨉᨙᨔᨕᨗ ᨆᨒᨕᨗᨊᨙ ᨑᨗ Udem Universidad de Monterrey

ᨕᨔᨛᨒᨙ ᨆᨒᨕᨗᨊᨙ ᨑᨗ ᨀᨈᨙᨁᨚᨑᨗ Desain Sosial

ᨕᨒᨛᨅᨗᨑᨛᨊ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ

ᨄᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ

ᨄᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ ᨈᨗᨕ ᨕᨛᨔᨚ A' Design Award ᨆᨄᨀᨗᨈ ᨄᨉᨙᨔᨕᨗ ᨆᨗᨊᨔ ᨆᨌ, ᨄᨛᨅᨘ ᨉᨙᨔᨕᨗ, ᨄᨑᨚᨉᨘ, ᨄᨑᨚᨐᨙ ᨊᨛᨊᨗᨕ ᨕᨔᨗᨈᨙᨈᨘ ᨕᨔᨛᨒᨗ ᨊᨛᨊᨗᨕ ᨆᨕᨗᨊᨚᨄᨔᨗ, ᨔᨛᨅᨁᨕᨗ ᨄᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ. ᨕᨛᨔᨚᨕᨙ, ᨆᨉᨗᨕᨕᨗ ᨕᨈᨗᨈ ᨆᨄᨀᨗᨈᨀᨗ ᨔᨙᨉᨗ ᨄᨉᨙᨔᨕᨗ ᨄᨒᨗ ᨆᨒᨛᨅᨗ ᨔᨗᨒᨗᨊᨚ, ᨉᨙᨔᨕᨗᨊ ᨆᨅᨛᨊᨈᨘ ᨒᨒᨛᨈ ᨆᨑᨔᨕᨗ ᨒᨗᨊᨚᨕᨙ.

ᨓᨓᨌᨑ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ

ᨓᨓᨌᨑ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ ᨅᨌᨕᨗ ᨓᨓᨌᨑ ᨊᨛᨊᨗᨕ ᨕᨔᨗᨅᨗᨌᨑᨛ ᨄᨒᨗ ᨅᨑᨘ ᨑᨗ ᨉᨙᨔᨕᨗ, ᨀᨑᨙᨕᨈᨗᨄᨗᨈ, ᨈᨙᨊᨚᨒᨚᨁᨗ ᨊᨛᨊᨗᨕ ᨕᨗᨊᨚᨄᨔᨗ ᨕᨊᨈᨑ ᨓᨈᨓ ᨉᨙᨔᨕᨗ ᨔᨗᨅᨓ ᨄᨉᨙᨔᨕᨗ, ᨕᨔᨗᨈᨙ ᨊᨛᨊᨗᨕ ᨄᨂᨚᨒ ᨆᨙᨑᨙ ᨆᨀᨔᨚᨑ ᨔᨗᨒᨗᨊᨚ. ᨄᨛᨒᨍᨑᨗ ᨆᨘᨄᨗ ᨒᨒᨛᨊ ᨄᨉᨙᨔᨕᨗ ᨊᨛᨊᨗᨕ ᨆᨙᨑᨙ ᨄᨈᨑᨗᨆ A' Design Award ᨆᨄᨚᨒᨙ ᨕᨒᨛᨅᨗᨑᨛᨊ ᨉᨙᨔᨕᨗ ᨆᨄᨙᨔᨚᨊ.

ᨈᨗ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ

ᨈᨗ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ ᨈᨗᨕ ᨕᨛᨔᨚ A' Design Award ᨆᨄᨀᨗᨈ ᨈᨗ ᨉᨙᨔᨕᨗ ᨆᨅᨙᨉ ᨌᨗᨑᨗᨊ, ᨆᨈᨑᨗᨆ ᨄᨄᨀᨒᨛᨅᨗ, ᨆᨕᨗᨊᨚᨄᨔᨗ ᨊᨛᨊᨗᨕ ᨆᨀᨑᨙᨕᨈᨗ ᨔᨛᨅᨁᨕᨗ ᨈᨗ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ. ᨕᨗᨈᨕᨗ ᨄᨑᨚᨐᨙ ᨕᨔᨗᨈᨙᨈᨘ, ᨉᨙᨔᨕᨗ ᨆᨉᨙᨌᨙ, ᨆᨚᨉᨙ, ᨉᨙᨔᨕᨗ ᨁᨑᨄᨗ ᨊᨛᨊᨗᨕ ᨔᨛᨈᨛᨑᨈᨙᨁᨗ ᨉᨙᨔᨕᨗ ᨆᨗᨊᨔ ᨕᨔᨛᨒᨗ ᨊᨛᨊᨗᨕ ᨆᨀᨑᨙᨕᨈᨗ, ᨕᨔᨛᨒᨙᨊ ᨈᨗ ᨉᨙᨔᨕᨗ ᨆᨒᨛᨅᨗ ᨔᨗᨒᨗᨊᨚ.

ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ

ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ ᨈᨗᨕ ᨕᨛᨔᨚ A' Design Award & Competition ᨆᨄᨀᨗᨈ ᨄᨑᨚᨐᨙ ᨉᨙᨔᨕᨗ ᨕᨗᨔᨛᨈᨗᨆᨙᨓ ᨆᨄᨀᨗᨈ ᨕᨒᨛᨅᨗᨑᨛᨊ ᨉᨙᨔᨕᨗ ᨔᨛᨅᨁᨕᨗ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ. ᨕᨛᨔᨚᨕᨙ, ᨆᨗᨊᨔ ᨆᨉᨗᨕᨕᨗ ᨕᨈᨗᨈ ᨆᨄᨀᨗᨈ ᨉᨙᨔᨕᨗ ᨆᨒᨛᨅᨗ ᨄᨈᨑᨗᨆ ᨄᨄᨀᨒᨛᨅᨗ, ᨆᨄᨚᨒᨙ ᨄᨘᨒᨙ ᨆᨉᨙᨌᨙ ᨔᨅ ᨕᨒᨛᨅᨗᨑᨛᨊ ᨉᨙᨔᨕᨗᨊ.

ᨒᨙᨁᨙᨉ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ

ᨒᨙᨁᨙᨉ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ ᨑᨗᨄᨗᨒᨗ ᨑᨗ A' Design Award & Competition, ᨒᨙᨁᨙᨉ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ ᨆᨄᨀᨗᨈ ᨄᨉᨙᨔᨕᨗ ᨒᨙᨁᨙᨉ ᨆᨄᨛᨍᨍᨗ ᨒᨗᨊᨚᨈ ᨒᨛᨅᨗ ᨆᨉᨙᨌᨙ ᨔᨗᨅᨓ ᨄᨑᨚᨉᨘ ᨊᨛᨊᨗᨕ ᨄᨑᨚᨐᨙ ᨆᨒᨛᨅᨗ, ᨆᨄᨚᨒᨙ ᨕᨘᨈᨘ ᨊᨛᨊᨗᨕ ᨆᨄᨆᨍᨘ ᨆᨔᨑᨀ. ᨕᨗᨈᨕᨗ ᨄᨚᨈᨚᨄᨚᨒᨗᨕᨚ ᨉᨙᨔᨕᨗ ᨑᨗ ᨄᨉᨙᨔᨕᨗ ᨈᨗᨀᨛ ᨒᨗᨊᨚ, ᨕᨔᨗᨈᨙ ᨆᨀᨔᨚᨑ ᨊᨛᨊᨗᨕ ᨄᨛᨅᨘ ᨕᨗᨊᨚᨄᨔᨗ.

ᨔᨚᨑᨚᨈ ᨄᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ

ᨔᨚᨑᨚᨈ ᨄᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ ᨈᨗᨕ ᨕᨛᨔᨚ A' Design Award & Competition ᨆᨄᨙᨑᨖᨈᨗᨀᨂᨗ ᨄᨉᨙᨔᨕᨗ ᨆᨗᨊᨔ ᨆᨒᨛᨅᨗ, ᨕᨔᨗᨈᨙ ᨆᨀᨔᨚᨑ, ᨄᨛᨆᨗᨇᨗ ᨆᨀᨑᨙᨕᨈᨗ ᨕᨈᨕᨘ ᨄᨛᨅᨘ ᨕᨗᨊᨚᨄᨔᨗ ᨔᨛᨅᨁᨕᨗ ᨔᨚᨑᨚᨈ ᨄᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ. ᨕᨔᨛᨒᨙᨊ ᨑᨗᨄᨗᨒᨗ ᨆᨊᨘᨑᨘ ᨀᨘᨕᨒᨗᨈᨔᨊ ᨔᨛᨅᨁᨕᨗ ᨌᨚᨈᨚ ᨆᨒᨛᨅᨗ ᨑᨗ ᨉᨙᨔᨕᨗ ᨆᨉᨙᨌᨙ. ᨕᨗᨈᨕᨗ ᨄᨚᨈᨚᨄᨚᨒᨗᨕᨚ ᨉᨙᨔᨕᨗ ᨆᨈᨑᨗᨆ ᨄᨄᨀᨒᨛᨅᨗ.

ᨕᨗᨉᨙ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ

ᨕᨗᨉᨙ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ ᨈᨗᨕ ᨕᨛᨔᨚ A' Design Award & Competition ᨆᨄᨀᨗᨈ ᨕᨗᨉᨙ ᨉᨙᨔᨕᨗ ᨆᨗᨊᨔ ᨆᨕᨗᨊᨚᨄᨔᨗ ᨕᨈᨕᨘ ᨀᨚᨔᨙ ᨆᨀᨑᨙᨕᨈᨗ, ᨆᨄᨀᨗᨈ ᨄᨗᨀᨗᨑᨛ ᨕᨔᨛᨒᨗ ᨊᨛᨊᨗᨕ ᨄᨛᨒᨛᨔᨙ ᨆᨘᨒᨗᨕᨙ ᨑᨗᨄᨀᨙ, ᨔᨛᨅᨁᨕᨗ ᨕᨗᨉᨙ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ. ᨕᨗᨈᨕᨗ ᨀᨚᨔᨙ ᨆᨄᨙᨔᨚᨊ ᨄᨈᨑᨗᨆ ᨄᨄᨀᨒᨛᨅᨗ, ᨒᨒᨛ ᨄᨗᨀᨗᨑᨛ ᨅᨑᨘ ᨊᨛᨊᨗᨕ ᨄᨕᨗᨈ ᨆᨄᨛᨔᨘ ᨕᨗᨔᨛᨄᨗᨑᨔᨗ ᨄᨚᨒᨙ ᨑᨗ ᨔᨗᨊᨗᨊ ᨒᨗᨊᨚ.

ᨆᨙᨑᨙ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ

ᨆᨙᨑᨙ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ ᨈᨗᨕ ᨕᨛᨔᨚ A' Design Award & Competition ᨆᨄᨀᨗᨈ ᨆᨙᨑᨙ ᨆᨒᨛᨅᨗ ᨆᨕᨘᨈᨆᨀᨂᨗ ᨉᨙᨔᨕᨗ ᨔᨛᨅᨁᨕᨗ ᨆᨙᨑᨙ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ. ᨑᨗᨕᨗᨈᨕᨗ ᨕᨗᨉᨙᨈᨗᨈ, ᨄᨕᨗᨈ ᨆᨀᨑᨙᨕᨈᨗ, ᨄᨑᨚᨉᨘ ᨊᨛᨊᨗᨕ ᨄᨑᨚᨐᨙ ᨄᨛᨑᨘᨔᨖᨕ ᨄᨚᨒᨙ ᨑᨗ ᨄᨛᨑᨘᨔᨖᨕ ᨊᨛᨊᨗᨕ ᨒᨙᨅᨁ ᨆᨕᨗᨊᨚᨄᨔᨗ. ᨔᨄᨕᨗ ᨆᨙᨑᨙ ᨄᨈᨑᨗᨆ ᨄᨄᨀᨒᨛᨅᨗ ᨊᨛᨊᨗᨕ ᨉᨙᨔᨕᨗᨊ ᨆᨒᨛᨅᨗ.

ᨈᨛᨑᨙ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ

ᨈᨛᨑᨙ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ ᨈᨗᨕ ᨕᨛᨔᨚ A' Design Award & Competition ᨆᨕᨗᨈᨕᨗ ᨈᨛᨑᨙ ᨉᨙᨔᨕᨗ ᨕᨔᨛᨒᨗ ᨔᨛᨅᨁᨕᨗ ᨈᨛᨑᨙ ᨉᨙᨔᨕᨗ ᨕᨛᨔᨚᨕᨙ, ᨆᨄᨀᨗᨈ ᨁᨐ ᨆᨘᨒᨕᨗ ᨆᨈᨘᨕᨙ, ᨕᨌᨀᨙᨑᨛ ᨆᨕᨘᨅᨕᨙ ᨊᨛᨊᨗᨕ ᨕᨑ ᨅᨑᨘ ᨀᨑᨙᨕᨈᨗᨄᨗᨈ ᨑᨗ ᨕᨔᨗᨈᨙᨈᨘ, ᨆᨚᨉᨙ, ᨔᨛᨊᨗ, ᨁᨑᨄᨗ, ᨄᨑᨚᨉᨘ ᨊᨛᨊᨗᨕ ᨅᨗᨉ ᨆᨒᨕᨗᨊᨙ. ᨔᨄᨕᨗ ᨈᨛᨑᨙ ᨉᨙᨔᨕᨗ ᨄᨒᨗ ᨅᨑᨘ ᨕᨛᨔᨚᨕᨙ.

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