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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.
1 year 前 | 17 次下载 |
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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)
1 year 前 | 7 次下载 |
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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 ...
2 years 前 | 2 次下载 |
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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.
5 years 前 | 6 次下载 |
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Deep Learning: Image anomaly detection for production line ~
Use pre-trained AlexNet and 1-class SVM for anomaly detection
5 years 前 | 2 次下载 |
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Read the indicator value using Deep Learning
Read the indicator (meter) value using CNN regression with pre-trained AlexNet
5 years 前 | 1 次下载 |
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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.
5 years 前 | 1 次下载 |
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Grad-CAM for AlexNet to explain the reason of classification
Grad-CAM for visual explanation with re-trained AlexNet
5 years 前 | 2 次下载 |
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Anomaly detection using Variational Autoencoder(VAE)
You can learn how to detect and localize anomalies on image using Variational Autoencoder
5 years 前 | 9 次下载 |
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Image domain conversion using CycleGAN
MATLAB example of deep learning for image domain conversion
5 years 前 | 7 次下载 |
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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.
6 years 前 | 2 次下载 |
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ディープラーニングの判断要因を可視化するClass Activation Mapping
外観検査のOK/NGの判定をどこを注目して行っているかを可視化するClass Activation Mappingを実装したサンプルコードです。
6 years 前 | 1 次下载 |
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ディープラーニング：製造現場で使える画像による異常検知 ～キズあり「ナット」の発見～
学習済みのAlexNetと1クラス SVMのカーネル法を用いたナットの異常検出
8 years 前 | 4 次下载 |
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Appealance check demo files
This file includes demos used in appealance check short videos.
8 years 前 | 3 次下载 |
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GPSデータ解析 （Mobile GPS data analysis on ThingSpeak）
3D plot of GPS location and Overlay the GPS data on map
8 years 前 | 2 次下载 |
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Shortening debug/verification period for C/C++ development(Japanese)
sample files for the above Webinar
9 years 前 | 3 次下载 |
