[danieljh]

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/44321

[throwawaymath]

Would 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 :)

[smallhands]

Congratulation 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]

I 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]

Interesting, shoot me a email [e-mail]