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Summary of UNet-based models with descriptions of each configuration.

Summary of UNet-based models with descriptions of each configuration.

<p>Summary of UNet-based models with descriptions of each configuration.</p>

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Bibliographic Details
Main Author: Sarah Farhadpour (20390793) (author)
Other Authors: Aaron E. Maxwell (8840882) (author)
Published: 2025
Subjects:
Plant Biology
Space Science
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
Information Systems not elsewhere classified
valley fill faces
small sample sizes
revolutionized image analysis
rectified linear unit
mapping agricultural terraces
incorporates dilated convolution
future work aimed
complex geomorphic landscapes
modified unet architectures
comparing unet configurations
improve model performance
default bottleneck layer
deep learning approaches
500 image chips
enhance segmentation performance
base unet architecture
deep learning
semantic segmentation
mobilenetv2 architecture
decoder architecture
xlink ">
study investigates
skip connections
positive attributes
mine benches
medical fields
inserting squeeze
generally adequate
general framework
g .,
excitation modules
decoder blocks
class imbalance
based models
architectural modifications
advanced modules
advanced modifications
activation function
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