My Journey

All of the posts I have here are a demonstration of progress and forward movement. We’re all trying to better understand the world and this, so far, is what I’ve come up with.

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    Hello! This is my follow up post to my last post. Over the past little bit I have learned new things and I’ve seriously changed my preprocessing set up. Initially I thought I would simply edit the original post, but I figured why not show my errors instead. Furthermore, during the process of reviewing deep…

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    Good day to everybody! Today will be the first of a few posts that will use BigEarthNet to develop an image classification model. Background BigEarthNet is a large database that uses satellite imagery from the Sentinel-1 and Sentinel-2 satellites. The dataset contains 590,326 pairs of images and labels which they refer to as ‘patches’, for…

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    Hello, today I decided to take a step away from the climate stuff because I’m having difficulty finding datasets that are accessible and useful. But I still wanted to present a project so I decided to look at Kaggle’s highest rated dataset and found this. In this post I’m going to talk about my strategies…