RedFox is a Geographic Information Systems (GIS) and Remote Sensing company specializing in custom software engineering and AI for geospatial applications.
Free, Machine Learning Crash Course from Berkeley:
ml.berkeley.edu/blog/tag/craโฆ
No registration, no bullshit.
Just go to the site, and start learning from the very beginning!
๐ After a loooong break (๐๏ธ๐ถ), I'm back on my side projects with a brand new version of the Python Graph Gallery! ๐งต
python-graph-gallery.com
๐ขNew: How can spaceborne #lidar inform, augment, improve national maps of canopy height from #Landsat and samples of airborne lidar? ๐ค
Mulverhill et al. Evaluating #ICESat2 for monitoring, modeling, and update of large area forest canopy height products.
sciencedirect.com/science/arโฆ
So excited to share a (downsized for twitter) #map I have been working on, with illustration work by @The_Ruizium. A picture of the #Amazon region in crisis. Not only the struggle to deal with #deforestation, but its geography, cultures, and political divisions.
I spent 500 hours on Kaggle competitions last year and just became a Kaggle Master.
Over those many hours, I learned a systematic process you can use to train any model on any dataset.
6 steps to train any model ๐งต
Wow - this is awesome! Full interactive functionality of #geemap and #leafmap in Colab notenooks! As someone who works almost exclusively in a browser with cloud services, this is huge.
Happy to share the outcome of our new work: โHigh carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDARโ with Konrad Schindler and @JanDirkWegner1 @EcoVisionETH. Thread๐
Preprint: arxiv.org/abs/2107.07431#conservation#forests#DeepLearning