Where I show it, it would slightly be concealed by a tree behind it. Closer to the street where you show it, it is more likely to get vandalized or the neighbor runs it over with their car.why not here (forgive bad editing...)?
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the setup could be made to look like a light pole of sorts if a birdhouse on the dside of the road looks too odd...
you'd have a lot better angle and closer view on cars going in either/both directions. being closer to your targets
would make the rest a lot easier...
I get about the same angle to the street from an upstairs window, so I may even go that route. Burying the cable would be a pain since there are buried utilities I'd have to deal with.