Deer Detection with Machine Learning Part 4

Posted on Fri 31 October 2014 in Wildlife Detection • Tagged with deer, machine_learning

It’s time again for another episode of “Murderous Deer Machine Learning Mayhem”. Last time, I used a neural network to detect raccoons, since they frequented my backyard more often in the early days. In that post, my preliminary results revealed an accuracy (F1 measure) of approximately 72%. In this …


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Deer Detection Diversion 3 – Wildlife!

Posted on Thu 25 September 2014 in Wildlife • Tagged with deer

I’ve been taking pictures for several weeks for my Deer Detector, to keep track of murderous deer. While I haven’t seen as many as I thought I would, I did see a lot of other animals. So, without further delay, here are some of the wildlife photos from …


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Deer Detection with Machine Learning Part 3

Posted on Sun 14 September 2014 in Wildlife Detection • Tagged with deer, machine_learning

This is it! This is the post where I talk about the Machine Learning component in my Deer Detector. Have no idea what I’m talking about? Check out my other blog posts here and here for some background information about the project.

Interested in how some machine learning algorithms …


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Deer Detection Diversion 2 – Non-Magical Machine Learning

Posted on Fri 05 September 2014 in Machine Learning • Tagged with deer, machine_learning

I want to dispel a little bit of the magic behind Machine Learning (awww). In my mind, the name Machine Learning makes it sound like these algorithms are capable of actually understanding the information that you give them, on the same level which a human understands that kittens are cute …


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Deer Detection Diversion 1 – Detecting Day and Night

Posted on Wed 27 August 2014 in Machine Learning • Tagged with deer, machine_learning

In a previous post, I wrote about how I wanted to use Machine Learning to detect when a deer is present in my back yard, so that I can make sure that no deer-built weapons of mass destruction are constructed in my yard (at least not on my watch!). After …


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