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This is something I've been looking into working on. My focus is on capturing the health of plants and extracting meaning using a Deep Learning Video Camera.
by antoniuschan99 9y ago
This is something I've been looking into working on.
My focus is on capturing the health of plants and extracting meaning using a Deep Learning Video Camera.
Anyone know have any information on where to start? Such as if there's a database that I can feed into the ML engine on different diseases in a plant?
- 1001101 9y agoThere are some people doing something similar with drones. Just saw a presentation on this a few weeks back. https://support.dronedeploy.com/v1.0/docs/ndvi-algorithms https://support.dronedeploy.com/v1.0/docs/ndvi-algorithms. Measures the difference between blue and near infrared to infer things about plant health, although I don't believe it indicates for specific diseases. Good luck with your work!
- antoniuschan99 9y agoThank you :)
- jsmthrowaway 9y agoNDVI is a direction a lot of drone people are going, and probably a good place to start to get a sense of techniques and work being done in plant monitoring: https://agribotix.com/blog/2014/06/10/misconceptions-about-uav-collected-ndvi-imagery-and-the-agribotix-experience-in-ground-truthing-these-images-for-agriculture/ https://agribotix.com/blog/2014/06/10/misconceptions-about-u... https://en.wikipedia.org/wiki/Normalized_difference_vegetation_index https://en.wikipedia.org/wiki/Normalized_difference_vegetati... More ideas: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4600171/ https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4600171/
- antoniuschan99 9y agoThank you :)
- bob_theslob646 9y agoWhat do you mean " extracting meaning "?
- antoniuschan99 9y agoNotifying you that your plant needs water, has mites, needs more nutrients, not enough light, etc.