{"uid":"tiEv4LhWAL59ceNh","type":"artist","tags":["videoinstallation","instalation","video","others"],"group":"no","group_name":null,"project_title":"Learning to write: a machine learning experiment","summary":"\"Learning to write: a machine learning experiment\" is a textual artificial organism that performs a reading and writing exercise using video input from around the globe and a generative language model trained on 19th-century travel literature and contemporary Latinoamerican Literature. The work focuses on the notion of travel, journey, discovery, and cognition.\n\nThe system articulates two structures: a convolutional neural network using mobile vision and a long short-term memory (LSTM) architecture of recurrent neural network (RNN).\n\nThe convolutional neural network using mobile vision interprets a set of audiovisual micro-narratives representing personal waiting times or moments in which I feel present, as well as videos that depict places and cultural phenomenons in Latinamerica.\n\nThen, the objects and situations recognized by the machine are sent to a long short-term memory (LSTM) recurrent neural network (RNN) that has been trained on 19th-century travel literature and contemporary Latinoamerican Literature. The RNN model then narrates what is happening -or what it thinks is happening- in the image.\n\nThe work is an experiment around endless writing that attempts to understand a world made up of limited objects and perceptions, perhaps a reflection of our cognitive operations.","space":"Main: Video projection 3.05m x 1.91m. \nAlternatively, the piece can be displayed in large plasma tv. \n\nRequirements: \n- Computer with 16GB RAM.\n- OS Linux or Mac \n- Highspeed internet connection.","artists_proposal":null,"members":[],"lang":"es","status":"ok","video_link_password":null,"video_link":"https:\/\/vimeo.com\/390603479","audio_link_password":null,"audio_link":null,"images_link_password":null,"images_link":null,"cellphone":null,"description":null,"estimated_budget":null,"complementary_info":null,"names":"Mario","surname":"Guzman","email":"marioguzzzman@gmail.com","dni_type":"DNI","dni":"94002978","address":"Washington 3414","city":"Buenos Aires","nacionality":"Mexican","country_id":"9","birthdate":"1985-08-12T03:00:00.000Z","birthdate_2":"1985-08-12T03:00:00.000Z","telephone":"+5491126500303","web":"http:\/\/www.mario-guzman.com\/","fileCount":1}