Pretty neat test of image recognition. I don't know why but it bothers me to know that everyone everywhere is being watched by something.

I've kinda always wanted this.

I now luckily have a window that looks out into the city and I use what other people are wearing as an indicator for what to wear that day. Definitely helpful on the marginal days where it's maybe shorts, maybe pants, maybe light jacket, maybe sweater-weather. Temperature/wind/humidity tell most of the story, but there's cloud cover, wind direction, morning-to-night temperature swings, etc, that make the decision a bit more iffy.

Cool project! I may need to look into doing something similar.

This is cute, I saw someone walk past and the information showed what they were wearing correctly, or as correctly as can be.

For a while there I thought about recording cars driving in my quiet street, by colour, make, try to categorise them... Never got around to setting up the length needed for the camera cable and a good weather proofing solution.

I didn't realise you could get Gemini to respond that fast. We live in the science-fiction times.

What's amusing to me is that if a mugger was going to mug someone in front of the camera, your system would happily report what they're wearing, blissfully ignorant of the situation.

Consider open sourcing this mangled up solution!

Cool. Do you have write-up of the technical details or a tutorial on how you did this? I'm not familiar with the tech you mentioned but it'd be interesting to see how it's done and so...easily? cheaply? by non-mega-organizations?

Just shows what our assumptions are about attire and culture. Short sleeves 75% and shorts are 62% currently, yet it’s a record high temperatures in NYC. (I know it’s hotter in Saudi Arabia and almost nobody wears shorts there.) The 2% umbrellas must be misidentified parasols.

Love the idea and made me thought immediately of the song Coton ouaté from Bleu Jeans Bleu!

The song: https://www.youtube.com/watch?v=_whvVXX0hCk A translation of the lyrics: https://lyricstranslate.com/en/coton-ouate-sweater.html

Wild that less than 15 years after Person of Interest it’s so cheap to build such a system we’re using it to decide how to dress for the day.

Based on the position of the camera and current time of day, the sun is over powering and the camera's exposure adjustment washes out so much detail. If the system is able to determine the information it is trying to discern from that image, I'm impressed. You can't even tell what the sky looks like from this image. I'd try hooding the lens to see if you could get a better image when the sun is shining directly into the lens like this.

What would happen if someone geolocates your camera and just plants a bunch of umbrellas in the frame? Does the counter require the umbrella to be held by a human? What if the same person walks past the camera multiple times? Are they considered unique counts, or are you recognizing people and logging that?

TL;DR how robust is your system against mischievousness?

Who cares about privacy anymore, it's a lost battle this days.

this is actually a brilliant idea. I can see it being available in every city around the world in a couple of years

Love the idea