I have a dream. I run a local cleanup group that focuses on collecting from burnt pallets and other waste at our river. This is a major problem. So far I have picked up 6,500lbs of . I have built 2 magnetic sweepers. They are custom built with the strongest magnets possible. So here is the dream: When the the stainless steel tray ((the bottom)(the magnets sit in side the tray and swings out to drop the from the bottom) they make a very distinctive sound. Once the tray has been saturated with the sounds dissipate. It is then time to dump the in collection pile. This is very labor intensive volunteer work. It is easy to identify hot spots of due to the sound it makes clanging against the tray. Is this type of audio input enough to train an to cover a large area and identify nail hot spots? The part seems easy enough… its the the AI that has me lost. Is there anyone who might have ideas on how I can do this or help with the project? Once it works on one then we can scale it up. Illegal dumping and pallet burning is a nation wide issue that caused countless flat tires, injuries to wildlife and pets.

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