#image-processing

Articles tagged with #image-processing

Cropping. Perhaps It's Simply Array Slicing!
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...
May 4, 20222 min read133
My Visual Similarity Recommendation Project
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...
Apr 23, 202214 min read255
Pooling!? What Does That Imply?
Why feature maps are pooled in a CNN.
Apr 21, 20222 min read53
Building Vision Models
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...
Apr 19, 20223 min read79
Computer Vision?
How exactly do computers make sense of visual inputs?
Apr 8, 20222 min read46