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- W4362680908 abstract "For the semantic and instance segmentation of biomedical data, deep neural networks perform better than conventional techniques. However, the computational cost of this approach is high. After training, the network can be made simpler, or an acceptable architecture that offers segmentation with lower accuracy but faster can be selected, lowering the computational cost. We looked into the efficacy and performance of various UNet architectures for the challenge of image segmentation in this study. With the aid of pictures from a retinopathy health survey, the DRIVE dataset was examined. Among the six different models of UNet being compared, R2-UNet delivered the most promising results in terms of accuracy." @default.
- W4362680908 created "2023-04-08" @default.
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- W4362680908 date "2022-12-23" @default.
- W4362680908 modified "2023-09-25" @default.
- W4362680908 title "Envisioning Reliable Diagnosis of Diabetic Retinopathy using U-Net Architecture" @default.
- W4362680908 doi "https://doi.org/10.1109/smartgencon56628.2022.10084048" @default.
- W4362680908 hasPublicationYear "2022" @default.
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