Comparison of experimental results of each model (1).

Comparison of experimental results of each model (1).

<p>Comparison of experimental results of each model (1).</p>

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Tingyuan Zhang (21376939) (author)
مؤلفون آخرون: Changsheng Zhang (1450165) (author), Zhongyi Yang (206009) (author), Meng Wang (124646) (author), Fujie Zhang (155391) (author), Dekai Li (21376942) (author), Sen Yang (88300) (author)
منشور في: 2025
الموضوعات:
Biotechnology
Sociology
Space Science
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
Information Systems not elsewhere classified
rice seed classification
minimizing redundant features
global receptive field
four convolutional stages
double attention mechanism
diverse morphological characteristics
complex classification requirements
collected dataset demonstrate
addressing similar fine
94 %, surpassing
grained recognition challenges
channel residual network
net architecture consists
div >< p
2 </ sup
22 %, respectively
72 %,
network ’
recognition accuracy
swin transformer
superior performance
study proposes
promising reference
net provides
net achieves
improves inter
findings confirm
experimental results
efficient solution
core innovation
class differentiation
block ),
baseline model
art models
16 layers
16 %.
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