Plataforma para desarrollo y evaluación de modelos de reconocimiento de 11 gestos de la mano : desarrollo de un sistema para la evaluación y visualización de los resultados de modelos de reconocimiento de 11 gestos de la mano.

Abstract

This component developed a system for the evaluation and visualization of the results of recognition models of 11 and 5 hand gestures (HGR). In other words, the platform allows the loading of HGR models for their subsequent evaluation and presentation of results for both classification and recognition with dynamic graphics or dashboards that facilitate the understanding of the evaluation. This evaluation system used the cascade model as part of the software development cycle, respecting all its phases such as: definition of requirements, design, implementation, integration and testing of the system and operation. In addition, once this software product development process was completed, the integration with the first component was carried out from an input JSON with the predictions of the HGR model. The result of this work was a functional and integrated web application with different HGR models, which allows the evaluation of models of 5 and 11 gestures with different numbers of users and repetitions respectively. Finally, it must be considered that it is necessary to correctly configure the input file of the HGR models for its evaluation, otherwise the results may not be satisfactory. Likewise, the evaluations of HGR models carried out show that it is possible to have a high classification precision, however, it can have a low recognition precision due to the way the evaluation is carried out for these two different concepts.