notes

Quick notes, paper reads, implementation experiments, and things I’m currently learning. No polish required. If it’s worth jotting down, it goes here.

Longer write-ups live in Blog.

• Fashionpedia: A Practical Guide to the Dataset and COCO Format · March 30, 2026 fashion-aidatasetcocopythoncomputer-vision

  Fashionpedia is a fine-grained fashion image dataset released by Google in 2020. What sets it apart from other fashion datasets is the combination of two...

• Fetching Sentinel-2 Imagery via STAC and AWS Open Data · March 26, 2026 remote-sensingstacsentinel-2pythonaws

  As part of getting up to speed on Earth observation data pipelines, I wanted to go hands-on with actual satellite imagery before touching any model...

• Back-to-Basics: Dropout paper notes · October 18, 2021 deep-learningregularization

  I noticed that I have never read the original dropout paper even though it is a technique I have used for a long time.