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.
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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...
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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...
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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.