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Streak2O: Data Augmentation for Handwritten Text Recognition in Neural Networks
(Polytechnic University of Puerto Rico, 2021)
Streak2O is a machine learning data augmentation algorithm based on the combination of two other independent algorithms: Streak and Droplet. These three augmentations are implemented as non-trainable TensorFlow custom Keras ...
ER Fast Check-In
(Polytechnic University of Puerto Rico, 2021)
COVID-19 has change everyone’s daily lifestyle and this includes hospitals. The number of patients at Emergency Rooms (ER) have increased in every hospital around USA, including Puerto Rico. Employees are at risk by being ...
Considerations on SQL Optimization Tools in MS Azure SQL Server Database using SQL language
(Polytechnic University of Puerto Rico, 2021)
Databases are essential since are designed to stored and organized data that can be easily managed and accessed. They are crucial to many organizations, companies, and are used in many aspects of our lives. The relational ...