On the Correlation of CNN Performance and Hardware Metrics for Visual Inference on a Low-Cost CPU-based Platform

2019 6th IEEE International Conference on Systems, Signals and Image Processing (IWSSIP)
Authors: Delia Velasco Montero;Jorge Femández Bemi;Ricardo Carmona Galán;Ángel Rodríguez Vázquez

https://ieeexplore.ieee.org/document/8787329

CNN Performance Prediction on a CPU-based Edge Platform

2019 13th International Conference on Distributed Smart Cameras
Authors: Velasco-Montero, D.;Fernández-Berni, J.;Carmona-Galán, R.;Rodríguez-Vázquez, Ángel

https://doi.org/10.1145/3349801.3357131

Optimum Network/Framework Selection from High-Level Specifications in Embedded Deep Learning Vision Applications

2018 Advanced Concepts for Intelligent Vision Systems ACIVS 2018
Authors: D. Velasco-Montero;J. Fernández-Berni;R. Carmona-Galán;A. Rodríguez-Vázquez

http://acivs.org/acivs2018/AbstractList.php#107

On-The-Fly Deployment of Deep Neural Networks on Heterogeneous Hardware in a Low-Cost Smart Camera

2018 ACM International Conference on Distributed Smart Cameras ICDSC 2018
Authors: D. Velasco-Montero;J. Fernández-Berni;R. Carmona-Galan;A. Rodríguez-Vázquez

http://hdl.handle.net/10261/171797

Performance analysis of real-time DNN inference on Raspberry Pi

2018 SPIE Real-Time Image and Video Processing 2018
Authors: D. Velasco-Montero;J. Fernández-Berni;R. Carmona-Galán;A. Rodríguez-Vázquez

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