Blog
Machine Learning (7)
Web (4)
Visualization (2)
State of Deep Learning for Object Detection - You Should Consider CenterNets!
It's 2021 - there has been quite a bit of progress in practical models for object detection.
March 21st 2021
research, machine learning
How to Add Newsletter Signup (Revue) to a Static Site (Gatsby)
I just added newsletter signup to my Gatsby website. Here's how I got it done.
March 13th 2021
web
Real-Time High-Resolution Background Matting | Paper Review
A review of the CVPR 2021 paper "Real-Time High-Resolution Background Matting".
March 3rd 2021
research, paper reading, machine learning
U2Net Going Deeper with Nested U-Structure for Salient Object Detection | Paper Review
A review of the August 2020 U^2-Net paper. Technical overview, practical considerations.
March 2nd 2021
research, paper reading, machine learning
Recent Breakthroughs in AI (Karpathy, Johnson et al, Feb 2021)
Summary of my notes from the Feb 11 Talk on “Recent breakthroughs in AI” .
February 11th 2021
research, paper reading, machine learning
Learning to Illustrate/Paint with Autodesk Sketcbook (How To)
I am learning to draw/illustrate stuff with Autodesk Sketchbook.
January 19th 2021
personal, art
2020 Year in Review
Made it so far.
December 31st 2020
personal, reflections
Why I moved my personal website to Gatsby.js + Github
Why I moved my personal website to Gatsby.js + Github Pages.
December 7th 2020
web
How to Explain HuggingFace BERT for Question Answering NLP Models with TF 2.0
Using gradients to visualize what parts of the question/passage most impact the predicted answer.
July 22nd 2020
machine learning, nlp, tensorflow, howto