Image recognition of racehorses
Posted: Sun Nov 15, 2015 10:24 pm
I'm working on an image recognition program that can classify yearling photos using a convoluted neural network. Here is the first go at it for all to take a look at.
[url]
https://www.metamind.io/classifiers/40114[/url]
All you have to do is either upload an image of a yearling in a standard pose or a link of the same.
It is a binary outcome so while it gives a percentage chance of being either elite or non-elite it will select one over the other. It isnt that well tuned as its accuracy is just a little over 70% but that is a result of sample size. You'd really like it to train on at least 1000 images which I will get to. I also need to add more images from North America as most are off Australian/NZ sales company sites. If anyone is interested here is the background of CNN's https://en.wikipedia.org/wiki/Convolutional_neural_network
Feedback most appreciated.
[url]
https://www.metamind.io/classifiers/40114[/url]
All you have to do is either upload an image of a yearling in a standard pose or a link of the same.
It is a binary outcome so while it gives a percentage chance of being either elite or non-elite it will select one over the other. It isnt that well tuned as its accuracy is just a little over 70% but that is a result of sample size. You'd really like it to train on at least 1000 images which I will get to. I also need to add more images from North America as most are off Australian/NZ sales company sites. If anyone is interested here is the background of CNN's https://en.wikipedia.org/wiki/Convolutional_neural_network
Feedback most appreciated.