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Daniel from Mapbox here. Happy to answer questions or talk through design decisions. Interested to hear your feedback. We are mostly focusing on making the pro
by danieljh 8y ago
Daniel from Mapbox here. Happy to answer questions or talk through design decisions. Interested to hear your feedback.
We are mostly focusing on making the process accessible to a broader audience in the geo space, building a solid production-ready end-to-end project.
There are more resources and a step-by-step guide for running on openly available drone imagery in Tanzania:
https://www.openstreetmap.org/user/daniel-j-h/diary/44145 https://www.openstreetmap.org/user/daniel-j-h/diary/44145
https://www.openstreetmap.org/user/daniel-j-h/diary/44321 https://www.openstreetmap.org/user/daniel-j-h/diary/44321
- smallhands 8y agoCongratulation to you and the team. I have just one question in the world of tensorflowjs how do I run this project on a browser I was hoping to use this project to introduce high students to data science ?
- danieljh 8y agoI haven no experience with TensorFlow.js. That said, using the RoboSat ONNX model exporter (rs export) you should be able to go from a trained PyTorch model to a portable ONNX protobuf, then from there to a TensorFlow model, and eventually to TensorFlow.js. At least that's how I would approach it. Keep me posted if you look into it and get it working, interesting use-case for sure.
- smallhands 8y agoInteresting, shoot me a email tejioford@yahoo.com
- throwawaymath 8y agoWould you be open to chatting over email? I'm working on a noncommercial software project with a lot of geospatial data and I think you (and more generally folks working at Mapbox) could provide useful technical insight. My email is in my profile if you're up for it :)