Akramz
- intro
- I'm a tinkerer who (sometimes) gets obsessively interested in certain topics. During the day, I work with pixels and polygons to solve geospatial AI problems with a focus on concrete impact. In my spare time, you might find me learning from others, building PoCs, and sharing my discoveries.
- posts
- 2024-03-10 how to maximally compress geotiffs?
- 2024-02-24 how to index overlapping satellite patches?
- open source
- Sims - a Geospatial Feature Discovery client
- Building damage assessment toolkit
- Resources for Geospatial ML in Python
- End-to-end Google Earth Engine
- Interactive Geospatial AI
- research
- 2024 - Sims: An Interactive Tool for Geospatial Matching and Clustering.
- 2024 - Bootstrapping Object Detection in Satellite Data: Techniques for labeling rare objects in satellite imagery without prior knowledge.
- 2022 - Probabilistic Prediction of Temperature & Rainfall: Better sub-seasonal forecasts for `t2m` by combining reforecasts and climate mode indicators.
- 2021 - Satellite imagery noising with GANs: generating realistic atmospheric noise with GANs.
- 2018 - Seq2Seq weather forecasting with LSTMs: LSTMs for short-term weather forecasting (24/72 hours).
- links