colorbot
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primaryobjects
A neural network color bot that uses machine learning (artificial intelligence) to categorize pictures as red, green, or blue overall. Uses node.js and mongodb.
ColorBot Neural Network
Demo
http://colorbot.herokuapp.com
About
ColorBot Neural Network uses machine learning (ie., artificial intelligence) to learn which pictures are generally red, green, or blue overall. It does this by using a trained neural network, which functions similar to the human brain.
The neural network (we'll call it the 'brain') was initially trained to 100% accuracy on a collection of 258 images. Each image was labeled as being red, green, or blue in nature. The brain used backpropagation to reduce the errors until it arrived at the target accuracy rate.
Once training was complete, the brain tried guessing the color on 470 images that it's never seen before. On this test set, the brain achieved an accuracy of 97.6%. Not bad!
The app uses node.js, mongodb, and twitter bootstrap.
Configuration
Set the environment variable MONGO_URL to your database connection string.
Linux
export MONGO_URL=mongodb://
Windows
SET MONGO_URL=mongodb://
Then run the app.
node app
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Owner
primaryobjects
Metadata
A neural network color bot that uses machine learning (artificial intelligence) to categorize pictures as red, green, or blue overall. Uses node.js and mongodb.