The main purpose of this study is to propose a High-Level Design capable of recognize Ecuadorian Sign Language through data processing with Convolution Neural Networks (CNN) and later, for its subsequent audible translation into Spanish language using functional components of speech synthesis from text. With the purpose of guaranteeing optimal and reliable responses in data transmission, the application of Edge Computing App is chosen as onsite data processing strategy but reflecting the image analysis in Cloud Database using MQTT as data transport and Image Mining for granular image classification on identification stages.