Posts
This is the list
layout for showing blog posts, which shows just the title and groups them by year of publication. Check out the blog
layout for comparison.
2024

Using UNet and PyTorch Lightning to detect Contrails in Images
Using an image segmentation approach to tackle the Contrail Detection Kaggle competition by Google Research Continue reading Using UNet and PyTorch Lightning to detect Contrails in Images
2022
2021
2020
#176 - Right-angled triangles that share a cathetus
Continue reading #176 - Right-angled triangles that share a cathetus
Wildfire Incidence III - Basic Neural Network
Part 3 of predicting wildfire incidence. I show a basic example of using a neural network on the same data for prediction. Continue reading Wildfire Incidence III - Basic Neural Network

Wildfire Incidence Prediction - Part II - Spatial Logistic Regression
Part 2 of predicting wildfire incidence. After preprocessing, we perform spatial logistic regression using all the data on hand. Continue reading Wildfire Incidence Prediction - Part II - Spatial Logistic Regression

Wildfire Incidence Prediction - Part I - Preprocessing
Part 1 of predicting wildfire incidence. This goes over preprocessing all the input data (wildfires, land usage, and climatology). Continue reading Wildfire Incidence Prediction - Part I - Preprocessing