Turns out land is still cheap and sunlight still generally free.

tits out for harambe

“It’s crucial…”

I’ve done several AI/ ML projects at nation/ state/ landscape scale. I work mostly on issues that can be solved or at least, goals that can be worked towards using computer vision questions, but I also do all kinds of other ml stuff.

So one example is a project I did for this group: https://www.swfwmd.state.fl.us/resources/data-maps

Southwest Florida water management district (aka “Swiftmud”). They had been doing manual updates to a land-cover/ land use map, and wanted something more consistent, automated, and faster. Several thousands of square miles under their management, and they needed annual updates regarding how land was being used/ what cover type or condition it was in. I developed a hybrid approach using random forest, super-pixels, and UNET’s to look for regions of likely change, and then to try and identify the “to” and “from” classes of change. I’m pretty sure my data products and methods are still in use largely as I developed them. I built those out right on the back of UNET’s becoming the backbone of modern image analysis (think early 2016), which is why we still had some RF in there (dating myself).

Another project I did was for State of California. I developed both the computer vision and statistical approaches for estimating outdoor water use for almost all residential properties in the state. These numbers I think are still in-use today (in-fact I know they are), and haven’t been updated since I developed them. That project was at a 1sq foot pixel resolution and was just about wall-to-wall mapping for the entire state, effectively putting down an estimate for every single scrap of turf grass in the state, and if California was going to allocate water budget for you or not. So if you got a nasty-gram from the water company about irrigation, my bad.

These days I work on a small team focused on identifying features relevant for wildfire risk. I’m trying to see if I can put together a short video of what I’m working on right now as i post this.

Example, fresh of the presses for some random house in California:

Imagine buying a policitian’s cryptocurrency

Mulvad.

They don’t know. and the documentary will be bigfoot level speculation.

I’m voting for the human candidate for president, I don’t think the AI one is up to the task.

Don’t blame me, I voted for Kodos_bot

meme^meme

meme^memememememe^memememe^meme

also known as thermobaric liberalism.

need memes as a whole explained

I think we could all use a good refresher. Also, why do the neighbors on the left now have to leave through the back gate to Egypt and still report their comings and going to the neighbors on the right?

Monarchists didn’t really support Capitalism

Tell that to literally any monarchy in history.

Communists

Did I say communist? Did I stutter?

also known as thermobaric liberalism.

I mean, monarchy supported capitalism. Even many socialist countries support capitalism. So supporting capitalism isn’t specific enough.

Well it’s no 1896 pattern light cavalry saber…

Clearly not a subscriber.

He wants the US at war before the sea change. once elected or close enough to it Harris can change her tune.

Just gonna tell tweakers those things are full of copper