Kenta
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Lead Data Scientist at ScanX :https://kentapt.hatenablog.com/entry/2021/12/22/164539
Python
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Contribute at least one answer each month for 24 consecutive months
Awarded to Kenta on 02 Dec 2020
Your submissions were downloaded 250 or more times in a month
Awarded to Kenta on 01 Jun 2020
Download any 10 unique submissions
Awarded to Kenta on 01 Apr 2020
Answer 10 questions that were unanswered for more than 30 days
Awarded to Kenta on 31 Mar 2020
Your submissions received 25 five star ratings
Awarded to Kenta on 30 Mar 2020
Have 3 submissions connected to GitHub
Awarded to Kenta on 15 Mar 2020
Publish your first submission
Awarded to Kenta on 02 Mar 2020
Accept 50 answers given by other contributors
Awarded to Kenta on 15 Feb 2020
100 of your answers have been accepted
Awarded to Kenta on 26 Jan 2020
Publish your first review
Awarded to Kenta on 09 Oct 2019
Provide your first answer ever to someone else's question
Awarded to Kenta on 14 Dec 2018
Feeds
Submitted
sketch2im using Conditional GAN (pix2pix)
Image to Image Translation Using Generative Adversarial Networks
nästan 3 år ago | 2 downloads |
Submitted
MATLAB MobileとPythonライブラリ folium によるGPSデータのプロット
This repo shows how to plot GNSS data obtained by MATLAB mobile using a python library, folium.
nästan 3 år ago | 3 downloads |
Submitted
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。
ungefär 3 år ago | 1 download |
Submitted
Explainable AI with Score-CAM
This repo shows a MATLAB implementation of score-CAM (Wang et al., CVPR workshop, 2020). This method is the first gradient-free ...
ungefär 3 år ago | 3 downloads |
Submitted
Video classification using LSTM（LSTMによる動画の分類）
simple example of video classification with LSTM
ungefär 3 år ago | 8 downloads |
Submitted
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...
mer än 3 år ago | 18 downloads |
Submitted
Semantic segmentation using Pascal VOC
This example shows how to train a semantic segmentation network using deep learning using Pascal VOC dataset.
mer än 3 år ago | 8 downloads |
Submitted
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...
mer än 3 år ago | 20 downloads |
Submitted
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...
mer än 3 år ago | 5 downloads |
Submitted
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。
mer än 3 år ago | 5 downloads |
Submitted
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...
mer än 3 år ago | 11 downloads |
Submitted
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...
mer än 3 år ago | 6 downloads |
Submitted
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...
mer än 3 år ago | 6 downloads |
Submitted
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
mer än 3 år ago | 5 downloads |
Submitted
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.
ungefär 4 år ago | 2 downloads |
Submitted
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...
mer än 4 år ago | 9 downloads |
Submitted
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
mer än 4 år ago | 7 downloads |
Submitted
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...
mer än 4 år ago | 12 downloads |
Submitted
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。
mer än 4 år ago | 1 download |
Submitted
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。
mer än 4 år ago | 7 downloads |
Submitted
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...
mer än 4 år ago | 8 downloads |
Submitted
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...
nästan 5 år ago | 2 downloads |
Submitted
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.
nästan 5 år ago | 6 downloads |
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