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Kenta


Last seen: Today Active since 2018

A ph.D student in Japan

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Submitted


Video classification using LSTM(LSTMによる動画の分類)
simple example of video classification with LSTM

etwa 2 Monate ago | 28 downloads |

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Classify crack image using deep learning and explain "WHY"
This demo shows how to classify crack images using deep learning and explain why behind the decision. このデモでは、深層学習によりひび割れ画像を分類し、さ...

etwa 2 Monate ago | 23 downloads |

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Semantic segmentation using Pascal VOC
This example shows how to train a semantic segmentation network using deep learning using Pascal VOC dataset.

2 Monate ago | 18 downloads |

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Image Classification using CNN with Multi Input 複数の入力層を持つCNN
This demo shows how to implement convolutional neural network (CNN) for image classification with multi-input. カスタムループを用いて複数入力のC...

3 Monate ago | 27 downloads |

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CNN classification using random erasing/cut out
This demo shows how to do random erasing/cut out augmentation in CNN classification. random erasing や cut outとよばれる方法を用いて画像にマスクをか...

3 Monate ago | 14 downloads |

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Crack detection using one-class SVM (1クラスsvmによるひび割れ検知)
This demo shows how to detect the crack images using one-class SVM. このデモでは、1クラスSVMを用いて、ひび割れを自動的に検知します。

3 Monate ago | 14 downloads |

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Oversampling for deep learning: classification example
This example show how to classify images with imbalanced training dataset where the number of images per class is different over...

4 Monate ago | 14 downloads |

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Image clustering and dimension reduction using CNN
This demo shows how to perform image clustering and dimension reduction using a pre-trained network. 学習済みネットワークを利用し、画像のクラスタリングや次...

4 Monate ago | 9 downloads |

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movie2gif
A tool for converting movie into gif

4 Monate ago | 6 downloads |

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Explainable AI: interpreting the classification using LIME
This demo shows how to interpret the classification by CNN using LIME (Local Interpretable Model-agnostic Explanations) [1]. LIM...

4 Monate ago | 14 downloads |

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Image classification using CNN with mixup data augmentation
This demo shows how to perform a data augmentation method called mix-up/random paring for image classification using CNN

4 Monate ago | 24 downloads |

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Classify point clouds using PointNet(点群深層学習による点群の分類)
This demo shows how to classify point clouds using a method using deep learning for PointNet.

etwa ein Jahr ago | 9 downloads |

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Conditional GAN and CNN classification with Fashion MNIST
This demo shows how to classify fashion item data (fashion MNIST) and synthesize those images using conditional GAN. fashion MNI...

mehr als ein Jahr ago | 14 downloads |

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Generating digits by interpolating latent space with VAE
Continuous digit generation using variational auto encoder (VAE) by interpolating the latent space. VAEによる数字の自動生成

mehr als ein Jahr ago | 2 downloads |

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Conditional VAE (Variational Auto Encoder) 条件付きVAE
This example shows how to create a conditional variational autoencoder (VAE) in MATLAB to generate digit images. 条件付き変分オートエンコーダに...

mehr als ein Jahr ago | 7 downloads |

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ZCA whitening for image classification ZCA白色化
This demo shows how to do ZCA whitening transformation for image classification. このデモでは、深層学習による分類の前処理としてZCA白色化を行います。

mehr als ein Jahr ago | 3 downloads |

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Visualizing a hyper-plane in SVM classifier(SVMの分離境界面の可視化)
A hyper-plane in SVM classifier was visualized. 3変数にてSVMを使い、分類を行うときの分離曲面を可視化します。

mehr als ein Jahr ago | 8 downloads |

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Conditional GAN (Generative Adversarial Network) with MNIST
Hand-written digits were synthesized using a generative adversarial network called Conditional GAN. Conditional GANを用いて手書き数字を生成し...

mehr als ein Jahr ago | 12 downloads |

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Continuous activation map generation at training process
Please click the thumbnail to watch the GIF file. 概要はサムネイルをクリックして下さい.This demo shows how to continuously create a class activati...

mehr als ein Jahr ago | 6 downloads |

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機械学習による迷惑メールの分類
各単語の出現頻度や単語のベクトル化により、迷惑メールの分類を行います。ナイーブベイズを用いたものと、LSTMによるものの2通りを用意しています。

mehr als ein Jahr ago | 1 download |

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Generating hand-written numbers using VAE(VAEによる手書き文字の生成)
This demo generates a hand-written number gradually changing from 0 to1.

mehr als ein Jahr ago | 4 downloads |

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