Performance analysis and CPU vs GPU comparison for deep learning

E Buber, D Banu - 2018 6th International Conference on …, 2018 - ieeexplore.ieee.org
… INTRODUCTION Deep learning applications are used in many applications that we use in …
In this study, performance analysis tests were conducted through a deep learning application …

[HTML][HTML] Performance analysis of deep learning CNN models for disease detection in plants using image segmentation

P Sharma, YPS Berwal, W Ghai - Information Processing in Agriculture, 2020 - Elsevier
deep learning models for automated detection of diseases in plants suffer from the fatal flaw
that once tested on independent data, their performance … doubles in performance to 98.6% …

[HTML][HTML] Survey and performance analysis of deep learning based object detection in challenging environments

M Ahmed, KA Hashmi, A Pagani, M Liwicki, D Stricker… - Sensors, 2021 - mdpi.com
… the field of deep learning-based … performance analysis of these approaches and discuss
the currently available challenging datasets. Moreover, this paper investigates the performance

Performance analysis and comparison of machine and deep learning algorithms for IoT data classification

M Vakili, M Ghamsari, M Rezaei - arXiv preprint arXiv:2001.09636, 2020 - arxiv.org
learning and deep learning techniques. This paper evaluates the performance of 11 popular
machine and deep learning … according to several performance evaluation metrics including …

Performance analysis of google colaboratory as a tool for accelerating deep learning applications

T Carneiro, RVM Da Nóbrega, T Nepomuceno… - Ieee …, 2018 - ieeexplore.ieee.org
deep learning and free-of-charge access to a robust GPU. This paper presents a detailed
analysis … the feasibility of Colaboratory for accelerating deep learning applications. To the best …

[HTML][HTML] … of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis

X Liu, L Faes, AU Kale, SK Wagner, DJ Fu… - The lancet digital …, 2019 - thelancet.com
performance of deep learning … the performance of deep learning models and health-care
professionals using the same sample. Additionally, poor reporting is prevalent in deep learning

Comparative performance analysis of quantum machine learning with deep learning for diabetes prediction

H Gupta, H Varshney, TK Sharma, N Pachauri… - Complex & Intelligent …, 2022 - Springer
… have been proposed by employing deep learning (DL) and quantum machine learning (QML) …
to uplift the discriminatory performance of these models. Also, the performance of these …

[PDF][PDF] Performance evaluation and comparison using deep learning techniques in sentiment analysis

AP Pandian - Journal of Soft Computing Paradigm (JSCP), 2021 - scholar.archive.org
… applications of deep learning algorithms is sentiment analysis. … analysis is carried out
and the performance is recorded to determine the best model with respect to the deep learning

Integration and Performance Analysis of Artificial Intelligence and Computer Vision Based on Deep Learning Algorithms

B Liu, L Yu, C Che, Q Lin, H Hu, X Zhao - arXiv preprint arXiv:2312.12872, 2023 - arxiv.org
… Abstract:This paper focuses on the analysis of the application effectiveness of the integration
of deep learning and computer vision technologies. Deep learning achieves a historic …

Performance modeling and evaluation of distributed deep learning frameworks on gpus

S Shi, Q Wang, X Chu - 2018 IEEE 16th Intl Conf on …, 2018 - ieeexplore.ieee.org
… same deep model on the same GPU hardware. In this study, we evaluate the running
performance of four stateof-the-art distributed deep learning … We first build performance models of …