Shigeru Kobayashi kotobuki

PhD in Media Design. A professor of IAMAS. He designed Open Source Hardware such as Gainer and Arduino Fio (with SparkFun) and wrote books on prototyping.

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Institute of Advanced Media Arts and Sciences [IAMAS]
@kotobuki

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kotobuki / script.js

Created August 20, 2018 09:48

Transfer Learning with Spectrogram Images

	console.clear();

	// Derived from https://github.com/therewasaguy/p5-music-viz/blob/gh-pages/demos/04b_fft_spectrograph/sketch.js

	let mic;
	let fft;
	let index = 0;
	let isRecording = false;
	const speed = 1;

kotobuki / linear-regression.markdown

Last active August 31, 2018 13:38

Linear Regression

A Pen by Shigeru Kobayashi on CodePen.

License.

kotobuki / getting-started-with-javascript.markdown

Last active October 7, 2018 01:20

Getting Started with JavaScript

A Pen by Shigeru Kobayashi on CodePen.

License.

kotobuki / index.html

Last active August 31, 2018 12:10

Video Classification + IFTTT Trigger

	<html>

	<head>
	<meta charset="UTF-8">
	<title>Webcam Image Classification using MobileNet and p5.js</title>
	</head>

	<body>
	<h1>Webcam Image Classification using MobileNet and p5.js</h1>
	<p id='status'>Loading Model...</p>

kotobuki / index.html

Created August 30, 2018 04:42

Video Classification

	<html>

	<head>
	<meta charset="UTF-8">
	<title>Webcam Image Classification using MobileNet and p5.js</title>
	</head>

	<body>
	<h1>Webcam Image Classification using MobileNet and p5.js</h1>
	<p id='status'>Loading Model...</p>

kotobuki / script.js

Created September 3, 2018 07:59

Transfer Learning w/ Data Augmentation

	console.clear();

	const FOR_TRAINING = 0;
	const FOR_TESTING = 1;

	let featureExtractor;
	let classifier;
	let status;
	let fileInput;
	let testFileInput;

kotobuki / script.js

Last active July 28, 2024 15:23

Web Bluetooth with micro:bit (Acceleration)

	// https://lancaster-university.github.io/microbit-docs/resources/bluetooth/bluetooth_profile.html
	const ACCELEROMETER_SERVICE_UUID = "e95d0753-251d-470a-a062-fa1922dfa9a8";
	const ACCELEROMETER_DATA_UUID = "e95dca4b-251d-470a-a062-fa1922dfa9a8";

	let uBitDevice;
	let sinThetaX = 0;
	let sinThetaY = 0;
	let lastAccelerationX = 0;
	let lastAccelerationY = 0;

kotobuki / script.js

Last active August 7, 2024 14:34

Web Bluetooth with micro:bit (UART)

	// https://lancaster-university.github.io/microbit-docs/resources/bluetooth/bluetooth_profile.html
	// An implementation of Nordic Semicondutor's UART/Serial Port Emulation over Bluetooth low energy
	const UART_SERVICE_UUID = "6e400001-b5a3-f393-e0a9-e50e24dcca9e";

	// Allows the micro:bit to transmit a byte array
	const UART_TX_CHARACTERISTIC_UUID = "6e400002-b5a3-f393-e0a9-e50e24dcca9e";

	// Allows a connected client to send a byte array
	const UART_RX_CHARACTERISTIC_UUID = "6e400003-b5a3-f393-e0a9-e50e24dcca9e";

kotobuki / first-p5-js-sketch.markdown

Last active October 7, 2018 03:38

First p5.js Sketch

A Pen by Shigeru Kobayashi on CodePen.

License.

kotobuki / index.html

Last active October 16, 2018 02:08

Transfer Learning with Data Augmentation by p5.js

	<body>
	<fieldset>
	<legend>1. Train</legend>
	<p>Specify a label for images, press the button to upload images for training. Once finished adding images for all labels, press the Train button to start training.</p>
	<div>
	<label for="labelForImages">Label for the images:</label>
	<input type="text" id="labelFormages" name="labelForImages" />
	</div>
	<div>
	<label for="imagesToTrain">Images to train:</label>

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