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Halloween, Year Three. This year I thought we were totally prepared to see if we would have enough Skittles to cover demand, so we could finally compare how popular it is relative to other Halloween cand. Halloween, Year 2. So I realized that I never provided an update on my candy tracking experiment from last year. With Halloween right around the corner, I thought it would be good to do a quick recap. JPEG Error Level Analysis. One of the bottlenecks I've been running into in my bag of words image index...

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Halloween, Year Three. This year I thought we were totally prepared to see if we would have enough Skittles to cover demand, so we could finally compare how popular it is relative to other Halloween cand. Halloween, Year 2. So I realized that I never provided an update on my candy tracking experiment from last year. With Halloween right around the corner, I thought it would be good to do a quick recap. JPEG Error Level Analysis. One of the bottlenecks I've been running into in my bag of words image index...

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Stromberg Labs | stromberglabs.com Reviews

https://stromberglabs.com

Halloween, Year Three. This year I thought we were totally prepared to see if we would have enough Skittles to cover demand, so we could finally compare how popular it is relative to other Halloween cand. Halloween, Year 2. So I realized that I never provided an update on my candy tracking experiment from last year. With Halloween right around the corner, I thought it would be good to do a quick recap. JPEG Error Level Analysis. One of the bottlenecks I've been running into in my bag of words image index...

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stromberglabs.com

1

Stromberg Labs: Halloween, Year 2

http://www.stromberglabs.com/posts/11/halloween-year-2

Halloween, Year 2. So I realized that I never provided an update on my candy tracking experiment from last year. With Halloween right around the corner, I thought it would be good to do a quick recap. There are a couple challenges I faced for this year:. The variety bags changed from last year, leading to the introduction of new candy and the removal of some. The introduction of Halloween specific variations for some kinds of candy. Anyways, here are the results from the last two years in spreadsheet form.

2

Stromberg Labs: Code

http://www.stromberglabs.com/code

A Java port of the opensurf library, released under the three clause BSD license. Special thanks to Chris Evans for the original library Chris Bouzek, Sebastien Brisard, and Sergei Nntu for submitting fixes. A utility library for clustering items in Java, with several implementations of K-Means (exact, Elkan, and fuzzy). Spectacles is a visual search library based on Nister and Stewenius (2006). My first attempt at CBIR, it produces mediocre results.

3

Stromberg Labs: K-Means Clustering

http://www.stromberglabs.com/posts/8/k-means-clustering

One of the bottlenecks I've been running into in my bag of words image indexer has been the creation of the vocabulary trees. There seems to be two popular ways of doing it:. Each level is recursively split into N (commonly 10) clusters via k-means clustering. This can be pretty slow because you've got to determine the exact nearest neighbor for each point for each iteration. Described in this paper. Comparison of clustering methods.

4

Stromberg Labs: Halloween Candy

http://www.stromberglabs.com/posts/9/halloween-candy

It was our first halloween in our new neighborhood and our neighbors warned us that we would get a lot of kids in our area and we should buy not one but two of the large variety bags. I was curious to find out how much candy would be consumed and what types, so I did a brief inventory of it before the kids started arriving.

5

Stromberg Labs: K-Means Clustering Code

http://www.stromberglabs.com/posts/7/k-means-clustering-code

I got around to cleaning up and releasing the code, which is available on google code. For more information about the types of K-Means Clustering that I released, you can see it here. But this is a bit out of date now and I hope to update it. Getting the code out was a good exercise in cleaning it up, and it forced me to break out a couple of different items. I'll be posting some example of how to use the code in a couple of days, but for now I am just happy that I got it out :).

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Halloween, Year Three. This year I thought we were totally prepared to see if we would have enough Skittles to cover demand, so we could finally compare how popular it is relative to other Halloween cand. Halloween, Year 2. So I realized that I never provided an update on my candy tracking experiment from last year. With Halloween right around the corner, I thought it would be good to do a quick recap. JPEG Error Level Analysis. One of the bottlenecks I've been running into in my bag of words image index...

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