#GISchat #remotesensing #computervision #earthobs #MLSky #deeplearning

We present Pix2Poly, an attention-based, end-to-end deep learning model for extracting high-quality vector building footprints & road networks from aerial images. Pix2Poly outperforms existing SOTA methods without requiring raster losses or complex pipelines, on multiple challenging datasets.
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Shout outs / Cameos

I wasn't aware cudarc existed the last time I had a look at rust either. Does this mean it's possible/viable to write custom cuda kernels for pytorch in rust (instead of c++) now? I've always been envious of cargo when having to wrangle between makefiles, cmakelists, ninja build files, etc.

📌

This is surprisingly more effective than any bookmark feature IMHO. However, instead of emailing, I simply dm myself on Discord. I plan to write a simple discord bot to help me sort them 'dms'.

Yes!! Bring it!