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Re:Listening for illegal logging chainsaws using TensorFlow by O_nlogn on Friday March 23, 2018 @11:41AM (#16659205)
This is a really cool application of this technology, great work! Do you have any blog posts explaining the types of models you're using or open source repos that one could contribute to?

(Asking as a ML/Software Engineer who's pleasantly surprised and yearning to contribute to something like this!)

Re:Listening for illegal logging chainsaws using TensorFlow by stefanRfcx on Friday March 23, 2018 @12:08PM (#16659515)
Thanks! We are a relatively small engineering team and we were mainly focused on improving our system. This took a lot of effort and time, we just haven't had a chance yet to think about open sourcing or blogging. Our days were focused on coding. If there's interest in blog posts, I could write up some of our technology. Just let me know whether there's an interest and what you'd like to know.
Re:Listening for illegal logging chainsaws using TensorFlow by tony_cannistra on Friday March 23, 2018 @12:58PM (#16660143)
I know that the US National Park Service Natural Sounds/Night Skies division has an incredible about of environmental audio data that's begging for automated analysis. This could be of much use to them. They do analyse their data, but it's largely been manual [1].

[1]: http://science.sciencemag.org/content/356/6337/531

Re:Listening for illegal logging chainsaws using TensorFlow by stefanRfcx on Friday March 23, 2018 @01:02PM (#16660187)
That's very interesting. The Rainforest Connection system has the ability to detect more than only chainsaws, so it could be really interesting to learn more from the datasets; we'll look into that. Thanks so much for sharing!
Re:Listening for illegal logging chainsaws using TensorFlow by smarx007 on Saturday March 24, 2018 @12:58PM (#16667535)
Just signed up for your newsletter! I understand you don't want to open up the audio fingerprinting details, but everything else would be very interesting. I am interested in how do you get an old Android phone to run some your APKs headless, how do you update them OTA, how do you power them with solar (I guess you have an external power bank) — some basic questions if I want to put an old Android phone to my DIY project use.
Re:Listening for illegal logging chainsaws using TensorFlow by smarx007 on Saturday March 24, 2018 @01:11PM (#16667601)
I don't use Android but just did some googling and only have these ideas: roll your APK updates over a custom F-Droid repo, use SSHDroid to log into the headless machine, and/or use one of the DEX patching libraries. How far off are my thoughts?
Re:Listening for illegal logging chainsaws using TensorFlow by hashgowda on Friday March 23, 2018 @05:39PM (#16662827)
Do you setup wifi hotspots in the forest for this devices to send data back? Solar chargers is it universal for any android phone? what happens if phone is unable charge and shuts down? are those solar chargers available for sale to use in other forest projects?
Re:Listening for illegal logging chainsaws using TensorFlow by getaclue on Friday March 23, 2018 @12:43PM (#16659943)
yes please!