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Activating Robotic Minds
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Raspberry Pi 3 for the Second Time (9)
Raspberry Pi 3 for the Second Time (9)
Remote control the robocar!
Naoki Shibuya
Aug 17, 2019
Raspberry Pi 3 for the Second Time (8)
Raspberry Pi 3 for the Second Time (8)
Install the donkey car software!
Naoki Shibuya
Aug 17, 2019
Raspberry Pi 3 for the Second Time (7)
Raspberry Pi 3 for the Second Time (7)
Slide down the wide-angle camera!
Naoki Shibuya
Aug 15, 2019
Raspberry Pi 3 for the Second Time (6)
Raspberry Pi 3 for the Second Time (6)
Connect the Voltage Converter!
Naoki Shibuya
Aug 10, 2019
Raspberry Pi 3 for the Second Time (5)
Raspberry Pi 3 for the Second Time (5)
Wire up the Servo Driver!
Naoki Shibuya
Aug 8, 2019
Raspberry Pi 3 for the Second Time (4)
Raspberry Pi 3 for the Second Time (4)
Attach Raspberry Pi on the base plate!
Naoki Shibuya
Aug 6, 2019
Raspberry Pi 3 for the Second Time (3)
Raspberry Pi 3 for the Second Time (3)
List up all the parts!
Naoki Shibuya
Aug 5, 2019
Raspberry Pi 3 for the Second Time (2)
Raspberry Pi 3 for the Second Time (2)
Fix the broken cage!
Naoki Shibuya
Aug 4, 2019
Raspberry Pi 3 for the Second Time (1)
Raspberry Pi 3 for the Second Time (1)
Restart the journey!
Naoki Shibuya
Aug 4, 2019
Demystifying KL Divergence
Demystifying KL Divergence
What does KL stand for? Is it a distance measure? What does it mean to measure the similarity of two probability distributions?
Naoki Shibuya
Nov 5, 2018
Demystifying Cross-Entropy
Demystifying Cross-Entropy
What is it? Is there any relation to the entropy concept? Why is it used for classification loss? What about the binary cross-entropy?
Naoki Shibuya
Oct 27, 2018
Demystifying Entropy
Demystifying Entropy
Is it a disorder, uncertainty or surprise?
Naoki Shibuya
Jul 23, 2018
Having Fun with Deep Convolutional GANs
Having Fun with Deep Convolutional GANs
This article show Deep Convolutional Generative Adversarial Networks — a.k.a DCGAN examples using different image data sets such as MNIST…
Naoki Shibuya
Nov 13, 2017
Up-sampling with Transposed Convolution
Up-sampling with Transposed Convolution
If you’ve heard about the transposed convolution and got confused what it actually means, this article is written for you.
Naoki Shibuya
Nov 13, 2017
Understanding Generative Adversarial Networks
Understanding Generative Adversarial Networks
If you see the above image and it does not make much sense, this article is written for you. I explain how GAN works using a simple project…
Naoki Shibuya
Nov 2, 2017
How to Reduce Image Noises by Autoencoder
How to Reduce Image Noises by Autoencoder
An autoencoder has two parts: an encoder and a decoder.
Naoki Shibuya
Oct 31, 2017
Transforming a Cat into an Art by Convolutional Layers
Transforming a Cat into an Art by Convolutional Layers
Artistic Style Transfer
Naoki Shibuya
Oct 31, 2017
Do Filters Dream of Convolutional Cats?
Do Filters Dream of Convolutional Cats?
A convolutional neural network typically has multiple convolutional layers (hence, the name).
Naoki Shibuya
Oct 25, 2017
Pipelines, Mind Maps and Convolutional Neural Networks
Pipelines, Mind Maps and Convolutional Neural Networks
The first time I tried training a convolutional neural network myself, I lost track of what changes made the network better or worse. I was…
Naoki Shibuya
Feb 27, 2017
Introduction to Udacity Self-Driving Car Simulator
Introduction to Udacity Self-Driving Car Simulator
Udacity recently made its self-driving car simulator source code available on their GitHub which was originally built to teach their…
Naoki Shibuya
Feb 14, 2017
Raspberry Pi 3 for the First Time
Raspberry Pi 3 for the First Time
First time is always the hardest
Naoki Shibuya
Feb 7, 2017
Finding Lane Lines on the Road
Finding Lane Lines on the Road
In this project, I used Python and OpenCV to find lane lines in the road images. Full source codes are available on my Github.
Naoki Shibuya
Feb 3, 2017
Sudoku Solver by Peter Norvig
Sudoku Solver by Peter Norvig
I recently came across Peter Norvig’s Solving Every Sudoku Puzzle. I was impressed with his concise and beautiful Python code that solves…
Naoki Shibuya
Jan 27, 2017
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