id author title date pages extension mime words sentences flesch summary cache txt cord-025348-sh1kehrh Jurj, Sorin Liviu Deep Learning-Based Computer Vision Application with Multiple Built-In Data Science-Oriented Capabilities 2020-05-02 .txt text/plain 7396 311 54 This paper presents a Data Science-oriented application for image classification tasks that is able to automatically: a) gather images needed for training Deep Learning (DL) models with a built-in search engine crawler; b) remove duplicate images; c) sort images using built-in pre-trained DL models or user's own trained DL model; d) apply data augmentation; e) train a DL classification model; f) evaluate the performance of a DL model and system by using an accuracy calculator as well as the Accuracy Per Consumption (APC), Accuracy Per Energy Cost (APEC), Time to closest APC (TTCAPC) and Time to closest APEC (TTCAPEC) metrics calculators. ./cache/cord-025348-sh1kehrh.txt ./txt/cord-025348-sh1kehrh.txt