Artificial Intelligence
基于Optuna和原型网络的1DCNN
1DCNN with Optuna and prototypical networkA machine learning framework combining 1D Convolutional Neural Networks (1DCNN) with the Optuna hyperparameter optimization library and prototypical network classification for pattern recognition. / 一种结合1D卷积神经网络（1DCNN）、Optuna超参数优化库和原型网络分类的机器学习模式识别框架。
- Knowledge type
- 工艺技术
- First proposed or discovered
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- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-10-26 22:00:44
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Main parameters and performance indicators
1DCNN: 1D Convolutional Neural Network architectureOptuna: Hyperparameter optimization frameworkprototypical network: Few-shot learning classification method
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Related literature
ranked by community starsState recognition of energy storage mechanism of circuit breaker based on 1DCNN with Optuna and prototypical networkOpen source
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1 recordsRecord title: 1DCNN with Optuna and prototypical network.
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