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Brief Summary In this project I built an app capable of receiving an image, looking though a database of images and returning images similar to the uploaded image. You can try out the app or check out its code on my github. The technology behind this...
Images As Arrays By now we've already established that to a computer an image is just a bunch of numbers which represent individual pixels. If that's a bit confounding please check out my previous posts. So essentially an image is an array! In Python...
Why feature maps are pooled in a CNN.
Vision Features When building a model, Machine Learning Engineers use a data observation's features in performing either a classification or a regression task. Take for instance, suppose we are looking to predict the price of a house, we'll need attr...
How exactly do computers make sense of visual inputs?
This blog post is specifically tailored towards those who are new to Machine Learning or those who generally want to better understand how machine learning algorithms work behind the scenes. In machine learning, regression models are used for predict...
