Takuji Fukumoto

MathWorks

Last seen: 4日前 | 2016 年からアクティブ

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Physics-Informed-Neural-Networks-for-Heat-Transfer
This example shows how to train a neural network with PINN loss function for the heat transfer problem.

25日前 | ダウンロード 15 件 |

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Graph Neural Network for Heat Transfer Problem
This example shows how to train a graph neural network using data calculated with partial differential equations(PDEs)

26日前 | ダウンロード 10 件 |

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Hamiltonian-Neural-Network
Hamiltonian Neural Network[1], a physics-informed neural network method, enables you to use AI under the law of conservation of ...

1年以上前 | ダウンロード 6 件 |

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Anomaly detection and localization using deep learning(CAE)
You can learn how to detect and localize anomalies on image using Convolutional Auto Encoder.

4年弱前 | ダウンロード 9 件 |

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Deep Learning: Image anomaly detection for production line ~
Use pre-trained AlexNet and 1-class SVM for anomaly detection

4年弱前 | ダウンロード 6 件 |

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Read the indicator value using Deep Learning
Read the indicator (meter) value using CNN regression with pre-trained AlexNet

4年弱前 | ダウンロード 1 件 |

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Helmet detection by deep learning
This is a sample code that uses the Yolo v2 model to detect people wearing or not wearing helmets.

4年弱前 | ダウンロード 3 件 |

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Grad-CAM for AlexNet to explain the reason of classification
Grad-CAM for visual explanation with re-trained AlexNet

4年弱前 | ダウンロード 3 件 |

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Anomaly detection using Variational Autoencoder(VAE)
You can learn how to detect and localize anomalies on image using Variational Autoencoder

4年弱前 | ダウンロード 8 件 |

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Image domain conversion using CycleGAN
MATLAB example of deep learning for image domain conversion

4年以上前 | ダウンロード 5 件 |

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Use DICOM RT for 3D Semantic Segmentation of Medical images
Apply 3D UNet (Semantic Segmentation) into medical CT image without wasting time for labeling.

5年弱前 | ダウンロード 9 件 |