Ablation test results of a novel human swim stroke recognition model.

Ablation test results of a novel human swim stroke recognition model.

<p>Ablation test results of a novel human swim stroke recognition model.</p>

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Menglu Li (4458208) (author)
مؤلفون آخرون: Changfeng Ning (22766211) (author)
منشور في: 2025
الموضوعات:
Molecular Biology
Cancer
Science Policy
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
reduce sports injury
global average pooling
78 &# 8201
highest f1 value
9 %, 2
activation residual network
recognition error compared
improve training effect
human swimming posture
shortest recognition time
7 %, 4
highest recognition accuracy
new model proposed
swimming posture
recognition time
recognition accuracy
highest recall
95 %,
network structure
movement posture
recognition model
accurate recognition
underwater environment
study takes
outcomes revealed
model basis
key technology
high standard
full pre
feature extraction
effective support
data processing
computational efficiency
batch normalization
87 %.
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الوصف
الملخص:<p>Ablation test results of a novel human swim stroke recognition model.</p>

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