限られた卓球の試合データから追加データを自動計算してみた

スポーツを10倍楽しむ統計学 (DOJIN選書)

目次

背景・目的

最近では深層学習などを駆使したスポーツのデータ分析が非常に
盛り上がっていますが、自分も趣味である卓球をテーマに何か
データ分析をしてみたくなりました。
その第一歩として、今回は限られたデータから追加でデータを
自動計算させる事にトライしてみたので紹介します。

Fundamentals of Classification by Supervised Learning ~2 dimensional input~

Table of Contents

Introduction

I released the following article about 1 dimensional classification by supervised learning.
www.eureka-moments-blog.com
In this article, I wrote a memo about 2 dimensional classification into 2 or 3 classes. And then, I referred to the following book.

Pythonで動かして学ぶ！あたらしい機械学習の教科書 第2版 (AI & TECHNOLOGY)

Author

researchmap.jp

GitHub

Sample codes and any other related files are released at the following GitHub repository.
github.com

Fundamentals of Classification by Supervised Learning ~1 dimensional input~

Table of Contents

Introduction

This is my studying log about machine learning, supervised classification. I referred to a following book.

Pythonで動かして学ぶ！あたらしい機械学習の教科書 第2版 (AI & TECHNOLOGY)

I extracted some important points and some related sample python codes and wrote them as memo. In particular, this article focuses on 2 class classification with 1 dimensional input.

Author

researchmap.jp

GitHub

Sample codes and any other related files are released at the following GitHub repository.
github.com

SLAM Beginner's Program ~Input/Output~

Table of Contents

Introduction

I studied SLAM refer to the following book. I'm introducing my studying log in dividing into multiple articles. In this article, I wrote an system configuration of SLAM sample program.

Reference

SLAM入門: ロボットの自己位置推定と地図構築の技術

SLAM Beginner's Program ~Fundamental knowledge~

Table of contents

Introduction

I studied SLAM refer to the following book. I'm introducing my studying log in dividing into multiple articles. In this article, I wrote some fundamental knowledge of SLAM as memo.

Reference

SLAM入門: ロボットの自己位置推定と地図構築の技術

How to decide required performance of Obstacle detection function

Table of content

Introduction

Obstacle detection system needs multiple functions to detect an obstacle and escape a collision. When we develop the system, it is very important to decide that the system should have what kind of function and how performance the functions should satisfy.
In this article, I'm introducing how to consider functions and performance the obstacle detection system should satisfy.

Reference

I read the following book as a reference. This book has good exlanations about techniques of perception with LiDAR, RADAR and Camera.

トランジスタ技術 2019年 03月号

What is a thing a software test professional take care?

Table of content

Introduction

I read the following article for studying "What should we take care in testing software?" and "How can we do a good test?".

employment.en-japan.com

The content of this article is an interview with 2 engineers, Hiroyuki Sato and Shunsuke Tanioka who are working at SHIFT Inc.. This company's businesses are software quality assurance and testing.
I am writing about a thing what I studied by reading this interview.