techniques

Techniques for deep learning with satellite & aerial imagery

APACHE-2.0 License

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Ecosystems: Keras, Tensorflow, Python, PyTorch

techniques - General tidy up Latest Release

Published by robmarkcole 9 months ago

Couple of changes made with the aim of reducing the effort to maintain this repo, and simplify visually

Removed the numbering system, which whilst well intentioned, made it more effort to maintain
Removed paper links - people can google these

techniques - Adds sponsor

Published by robmarkcole over 1 year ago

Adds sponsor

techniques - Use drop downs

Published by robmarkcole almost 2 years ago

Use drop downs for techniques to improve the experience navigating the document

techniques - Nov 2022 release

Published by robmarkcole almost 2 years ago

Refactor all content to main README and move datasets & deployment to dedicated repositories

techniques - Sept 2022 release

Published by robmarkcole about 2 years ago

More additions, no major changes

techniques - July 2020 release

Published by robmarkcole over 2 years ago

Monthly release with more new additions and further refinement. I've now enabled sponsorship and appreciate your support!

techniques - Lots of additions and refinement of structure

Published by robmarkcole over 2 years ago

Made a push on the backlog recently & further tweaking of the sections and ordering

techniques - May release 2022

Published by robmarkcole over 2 years ago

Improvements to structure and indexing

techniques - April release

Published by robmarkcole over 2 years ago

Many additions recently

techniques - March 2022 release

Published by robmarkcole over 2 years ago

techniques - Add Julia

Published by robmarkcole almost 3 years ago

techniques - Rename and reorganise sections

Published by robmarkcole about 3 years ago

As title, to simplify and improve structure

techniques - Blitz techniques

Published by robmarkcole about 3 years ago

Blitzed the techniques sections, cleaning up and reorganising

techniques - Move techniques to top

Published by robmarkcole about 3 years ago

As title, plus various small refinements and additions

techniques - Review segmentation section

Published by robmarkcole about 3 years ago

Took a couple hours to review segmentation section and split into semantic/instance segmentation

techniques - Mid Aug release

Published by robmarkcole about 3 years ago

Put in a bit of time to tidy up the Classification section, as there were previously many articles which actually described segmentation in this section

techniques - End June release

Published by robmarkcole over 3 years ago

techniques - End april release

Published by robmarkcole over 3 years ago

techniques - Late march release

Published by robmarkcole over 3 years ago

Ive made an effort to better curate the various sections, identified some abandoned projects, and added more info on courses and books

techniques - Periodic release

Published by robmarkcole almost 4 years ago

Do a monthly release (when I remember)

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