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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Thus far I’ve had a very bottom up method of doing blog posts. It usually starts with a dataset that looks interesting and I develop a project from there. However, this often leads to dead ends, or inconsequential findings. So, I’ve decided to approach the projects on this website towards more top down model. I…
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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…
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Apologies for the long wait time between this post and the last one. Hopefully we can all relate to the ever-extending nature of holiday/new years lethargy. Anyways, I’m back now! Last time we left off, I was giving a quick tutorial on Net CDF files using NASA’s sea ice dataset. Today, we’re going to do…
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I found there weren’t any good resources online that had clear instructions on how to process .nc and .nc4 files through Python, so I thought I’d make a post about it myself. What are .nc and .nc4 files? First, it’s important not to get these files confused with NC (Numerical Control) files which are used…