Results 81 to 90 of about 4,886 (174)

IoT enabled depthwise separable convolution neural network with deep support vector machine for COVID-19 diagnosis and classification. [PDF]

Int J Mach Learn Cybern, 2021
Le DN, Parvathy VS, Gupta D, Khanna A, Rodrigues JJPC, Shankar K.   +5 more
europepmc   +1 more source

Deep learning for predicting myopia severity classification method

BioMedical Engineering OnLine
Background Myopia is a major cause of vision impairment. To improve the efficiency of myopia screening, this paper proposes a deep learning model, X-ENet, which combines the advantages of depthwise separable convolution and dynamic convolution to ...
WangMeiYu Xing, XiaoNa Li, JingShu Ni, YuanZhi Zhang, ZhongSheng Li, Yong Liu, YiKun Wang, Yao Huang   +7 more
doaj   +1 more source

Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices

Accepted at the XXIV International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS2024), June 29 - July 4 ...
Daghero, Francesco, Burrello, Alessio, Poncino, Massimo, Macii, Enrico, Jahier Pagliari, Daniele   +4 more
openaire   +3 more sources

An Integrated Bearing Fault Diagnosis Method Based on Multibranch SKNet and Enhanced Inception-ResNet-v2

Shock and Vibration
Deep learning has recently received extensive attention in the field of rolling-bearing fault diagnosis owing to its powerful feature expression capability.
Baoquan Hu, Jun Liu, Yue Xu, Tianlong Huo   +3 more
doaj   +1 more source

MA-YOLO: A Pest Target Detection Algorithm with Multi-Scale Fusion and Attention Mechanism

Agronomy
Agricultural pest detection is critical for crop protection and food security, yet existing methods suffer from low computational efficiency and poor generalization due to imbalanced data distribution, minimal inter-class variations among pest categories,
Yongzong Lu, Pengfei Liu, Chong Tan
doaj   +1 more source

Recognition of Crop Diseases Based on Depthwise Separable Convolution in Edge Computing. [PDF]

Sensors (Basel), 2020
Gu M, Li KC, Li Z, Han Q, Fan W.
europepmc   +1 more source

WA-YOLO: An explosive material detection algorithm for blasting sites based on YOLOv8.

PLoS ONE
Pyrotechnic detection has always been one of the critical issues in blasting safety. Due to the complex environment of blasting sites, irregular detonator wire postures, and the differences in object scales, making the detection of pyrotechnics more ...
LinNa Li, Han Gao, JunYi Lu, XiaoXiao Xu
doaj   +1 more source

Enhancing COVID-19 forecasts with a lightweight multi-head depthwise separable convolution network. [PDF]

Sci Rep
Lan H, Ni S.
europepmc   +1 more source

Lightweight Unet with depthwise separable convolution for skin lesion segmentation. [PDF]

Sci Rep
Li Y, Hu B, Wang X, Liu K.
europepmc   +1 more source

Lightweight Gearbox Fault Diagnosis Under High Noise Based on Improved Multi-Scale Depthwise Separable Convolution and Efficient Channel Attention. [PDF]

Sensors (Basel)
Liu X, Li W, Li H, Zhu Y, Agarwal RK.
europepmc   +1 more source