[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% …

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 …

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] 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

[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

[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 …

The performance analysis of transfer learning for steel defect detection by using deep learning

M Abu, A Amir, YH Lean, NAH Zahri… - Journal of Physics …, 2021 - iopscience.iop.org
… aims at developing deep learning models that can perform steel defect detection and evaluating
the potential of transfer learning for this task. In this paper, four types of transfer learning

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 …