Harmful Algal Blooms (HABs) can have damaging penalties for each marine life and human well being, so it may be useful to have early warning of once they’re on the way in which. Algal blooms deep under the floor could be particularly tough to detect, which is why [kutluhan_aktar] constructed an AI-assisted algal bloom detector.
After taking photos of deep algal blooms with a boroscope, [kutluhan_aktar] educated a machine studying algorithm on them so a Raspberry Pi 4 may acknowledge future occurrences. For further water high quality info, the gadget additionally has an Arduino Nano related to pH, TDS (whole dissolved solids), and water temperature sensors which then are fed to the Pi by way of a serial connection. Once a possible bloom is noticed, the consumer could be notified by way of WhatsApp and acceptable measures taken.
If you’re on the lookout for extra environmental sensing hacks, try the OpenCTD, this swarm of autonomous boats, or this drone buoy driving the Gulf Stream.
https://news.google.com/__i/rss/rd/articles/CBMiS2h0dHBzOi8vaGFja2FkYXkuY29tLzIwMjMvMDEvMTMvZGV0ZWN0aW5nLWFsZ2FsLWJsb29tcy13aXRoLXRoZS1oZWxwLW9mLWFpL9IBAA?oc=5
