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Luis Jacome-Galarza, Monica Villavicencio-Cabezas, Miguel Realpe-Robalino, Jose Benavides-Maldonado |
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Software Engineering and Distributed Computing in image processing intelligent systems: a systematic literature review. |
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Conference Article |
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2021 |
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19th LACCEI International Multi-Conference for Engineering, Education, and Technology |
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processing, software engineering, deep learning, intelligent vision systems, cloud computing. |
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Deep learning is experiencing an upward technology trend that is revolutionizing intelligent systems in several domains, such as image and speech recognition, machine translation, social network filtering, and the like. By reviewing a total of 80 studies reported from 2016 to 2020, the present article evaluates the application of software engineering to the field
of intelligent image processing systems, it also offers insights about aspects related to distributed computing for this type of systems. Results indicate that several topics of software engineering are mostly applied when academics are involved in developing projects associated to this kind of intelligent systems. The findings provide evidences that Apache Spark is the most
utilized distributed computing framework for image processing. In addition, Tensorflow is a popular framework used to build convolutional neural networks, which are the prevailing deep learning algorithms used in intelligent image processing systems.
Also, among big cloud providers, Amazon Web Services is the preferred computing platform across the industry sectors, followed by Google cloud. |
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English |
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cidis @ cidis @ |
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154 |
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Author |
Benítez-Quintero J., Quevedo-Pinos O., Calderon, Fernanda |
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Title |
Notes on Sulfur Fluxes in Urban Areas with Industrial Activity |
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Conference Article |
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2022 |
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20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022, |
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2022-July |
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201 |
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Wilton Agila, Jonathan Aviles, Abel Rubio, Leandro Gonzalez |
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Title |
Approximate Reasoning Techniques in the Control of States of Operation of the PEM Fuel Cell |
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2023 |
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11th International Conference On Smart Grid ICSMARTGRID 2023, junio 4-7 |
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979-835031066-5 |
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208 |
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Abel Rubio, Wilton Agila, Leandro Gonzalez, Maria Ramirez, Herman Pineda |
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Title |
A Critical Analysis of the Impact of the Pandemic on Sustainable Energy Scenarios |
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2023 |
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11th International Conference On Smart Grid ICSMARTGRID 2023, junio 4-7 |
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979-835031066-5 |
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cidis @ cidis @ |
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209 |
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