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David Chuan-En Lin
David Chuan-En Lin

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Published in Towards Data Science

·Jun 7, 2020

8 Simple Techniques to Prevent Overfitting

Overfitting occurs when the model performs well on training data but generalizes poorly to unseen data. Overfitting is a very common problem in Machine Learning and there has been an extensive range of literature dedicated to studying methods for preventing overfitting. In the following, I’ll describe eight simple approaches to…

Machine Learning

5 min read

8 Simple Techniques to Prevent Overfitting
8 Simple Techniques to Prevent Overfitting

Published in Towards Data Science

·Dec 17, 2018

Tutorial: Build a lane detector

Waymo’s self-driving taxi service just hit the road this month — but how do autonomous vehicles even work? The lines drawn on roads indicate to human drivers where the lanes are and act as a guiding reference to which direction to steer the vehicle accordingly and convention to how vehicle…

Computer Vision

10 min read

Tutorial: Build a lane detector
Tutorial: Build a lane detector

Sep 30, 2018

Tutorial: Build your custom real-time object classifier

In this tutorial, we will learn how to build a custom real-time object classifier to detect any object of your choice! …

Object Detection

13 min read

Tutorial: Build your own custom real-time object classifier
Tutorial: Build your own custom real-time object classifier
David Chuan-En Lin

David Chuan-En Lin

cs.cmu.edu/~chuanenl

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