A study on the DAM-EfficientNet hail rapid identification algorithm based on FY-4A_AGRI
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DOI: 10.1038/s41598-024-54142-5
Abstract: Hail, a highly destructive weather phenomenon, necessitates critical identification and forecasting for the protection of human lives and properties. The identification and forecasting of hail are vital for ensuring human safety and safeguarding assets. This… read more here.
Keywords: detection; dam efficientnet; hail; efficientnet ... See more keywords
An improved lightweight method based on EfficientNet for birdsong recognition
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DOI: 10.1038/s41598-025-07875-w
Abstract: In the context of birdsong recognition, conventional modeling approaches often involve a significant number of parameters and high computational costs, rendering them unsuitable for deployment in embedded field monitoring devices. To improve the convenience of… read more here.
Keywords: lightweight method; recognition; efficientnet; improved lightweight ... See more keywords
Ensemble EfficientNet: a novel technique for identification, classification and prediction of diabetic retinopathy
Sign Up to like & getrecommendations! Published in 2025 at "Automatika"
DOI: 10.1080/00051144.2025.2514884
Abstract: Diabetic retinopathy (D.R.) is a leading cause of blindness worldwide, making early detection and accurate classification essential for preserving vision. This study introduces Ensemble EfficientNet, a novel technique that enhances the precision and robustness of… read more here.
Keywords: classification; efficientnet; efficientnet novel; diabetic retinopathy ... See more keywords
A tool wear monitoring method driven by workpiece surface quality inversion and EfficientNet
Sign Up to like & getrecommendations! Published in 2025 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/adaa91
Abstract: Tool wear status monitoring plays an important role in the safety of machine and the efficiency of production. Due to the limitation of sensor installation and complex operation conditions, traditional machine vision methods are difficult… read more here.
Keywords: tool; efficientnet; surface quality; tool wear ... See more keywords
Intelligent Detection Method of Forgings Defects Detection Based on Improved EfficientNet and Memetic Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3193676
Abstract: In the process of production, automobile steel forgings are prone to various cracks, which affect the product quality. At present, forgings defects are mainly detected by fluorescent magnetic particle inspection and manual inspection. Aiming at… read more here.
Keywords: network; forgings defects; efficientnet; detection ... See more keywords
Deepfake Video Detection Based on EfficientNet-V2 Network
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/3441549
Abstract: As technology advances and society evolves, deep learning is becoming easier to operate. Many unscrupulous people are using deep learning technology to create fake pictures and fake videos that seriously endanger the stability of the… read more here.
Keywords: network; video detection; deepfake video; efficientnet ... See more keywords
Recognizing IgA-class endomysial antibody equivalent binding patterns on monkey liver substrate through EfficientNet architectures and deep learning
Sign Up to like & getrecommendations! Published in 2025 at "PeerJ"
DOI: 10.7717/peerj.20191
Abstract: Deep learning offers promising potential for automating the interpretation of immunoglobulin A (IgA) endomysial antibody (EMA) tests, a critical serological test for the diagnosis of celiac disease that currently requires labor-intensive and subjective human interpretation.… read more here.
Keywords: deep learning; efficientnet; class; endomysial antibody ... See more keywords