A Machine Learning Engineer who is very intrigued about how computers see the world. I live for understanding the inner workings of ML and AI systems with a focus of implementating them to solve unique problems.
Collaborations, Data Science, Machine Learning, Computer Vision roles.
May 4, 2022 · 2 min read · 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...
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Apr 23, 2022 · 14 min read · 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...
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Apr 21, 2022 · 2 min read · Pooling In Convnets In a Convolutional Neural Network there are 2 main processes, the first is the process of convolution which I wrote a post about here, while the second is pooling. If you are familiar with CNNs you'll probably notice that I've res...
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Apr 19, 2022 · 3 min read · 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...
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Apr 8, 2022 · 2 min read · Giving Computers Sight Computer vision is a field of Artificial Intelligence concerned with giving computers the ability to derive meaningful information from visual inputs such as images and videos. Essentially, computers are given the ability to 's...
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