{"id":3617,"date":"2021-10-14T15:25:38","date_gmt":"2021-10-14T13:25:38","guid":{"rendered":"https:\/\/ssr.upm.es\/?p=3617"},"modified":"2025-07-09T12:50:38","modified_gmt":"2025-07-09T10:50:38","slug":"design_and_implementation_of_data_augmentation_system","status":"publish","type":"post","link":"https:\/\/ssr.upm.es\/en\/2021\/10\/14\/design_and_implementation_of_data_augmentation_system\/","title":{"rendered":"Design and implementation of a data augmentation system based on generative adversarial networks for exanthema images (Ref: Exanthema)."},"content":{"rendered":"<div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element \" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div align=\"right\">Responsable: <strong>Juli\u00e1n Cabrera <\/strong>[&#106;u&#x6c;i&#x61;n&#x2e;c&#x61;b&#x72;e&#x72;&#97;&#x40;&#103;&#x74;&#105;&#x2e;&#115;&#x73;&#114;&#x2e;&#117;&#x70;&#109;&#46;&#x65;s]<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element \" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div id=\"lipsum\">\n<p>This Master Thesis addresses the problem of the lack of annotated data to train deep-learning-based algorithms in different areas of research. In this case we focus on a system to assist the diagnosis of skin problems in children that is being developed by the Grupo de Tratamiento de Im\u00e1genes. The objective of this Master Thesis is to evaluate the use of generative adversarial networks to create new synthetic data samples as a data augmentation approach. This Master Thesis will be done in collaboration with Hospital 12 de Octubre. We are looking for students with experience with Python and Deep Learning Tools ( Keras, Tensorflow, PyTorch, \u2026).<\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Responsable: Juli\u00e1n Cabrera [julian&#46;cabre&#114;&#97;&#64;&#103;&#116;&#105;&#46;&#115;&#115;&#114;&#46;&#117;&#112;&#109;&#46;&#x65;&#x73;] This Master Thesis addresses the problem of the lack of annotated data to train deep-learning-based algorithms in different areas of research. In this case we focus on a system to assist the diagnosis of skin problems in children that is being developed by the Grupo de Tratamiento de Im\u00e1genes. The objective&hellip;<\/p>\n","protected":false},"author":4,"featured_media":2377,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[35],"tags":[],"_links":{"self":[{"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/posts\/3617"}],"collection":[{"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/comments?post=3617"}],"version-history":[{"count":1,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/posts\/3617\/revisions"}],"predecessor-version":[{"id":3618,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/posts\/3617\/revisions\/3618"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/media\/2377"}],"wp:attachment":[{"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/media?parent=3617"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/categories?post=3617"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/tags?post=3617"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}