u/Obvious_Ad9670

Figured it would have gotten the llm treatment.

My model can be found here, I have a bout 200 images for each class, but I need more data any recommendations on how to get it?

Building this for a reckless driving app I contribute to so we can expand to other markets.

https://huggingface.co/spaces/snooplsm/vehicle-litert-classifier

Wanted a way to have a videos progress bar hug the corner radius of the screen unlike other video reel apps with their tiny hard to tap progress bar.

https://github.com/snooplsm/perimeter-progress

You guys might be familiar with the Reported NYC app. It’s used for facilitating reports to 311 by making it easier to report:

Blocked bike lanes
Blocked crosswalks
Illegal parking
Running red lights

I just wanted to talk about how we released a new Android and new iOS app that now has our Reported AI models, which is a computer vision model for detecting:

Blocked bike lanes
Blocked crosswalks

Further, we also integrated an LLM, which is optional to use, that can help facilitate filling in the fields about the cars, the infraction type, and descriptions of the photo and all that. It’s almost three gigs, but you can talk to it and it will fill in the fields automatically for you.

We are currently training blocked bus lanes, if you want to do some menial tasks of labeling cars and bus lanes, please reach out.

If you have any interest in using the apps, here’s the iOS, here’s the Android, here are the websites, and here is our RoboFlow data model.

iOS: https://apps.apple.com/app/id916072964

Android: https://play.google.com/store/apps/details?id=cab.reported.nyc

New Web App: https://new.rprtd.app

Legacy Web App: https://reported-web.herokuapp.com/

Slack Channel: https://join.slack.com/t/reportedcab/shared_invite/zt-2xz2lt5np-9_3CzYUI0X4iGI2OLOZc0g

RoboFlow Dataset & models: https://app.roboflow.com/cars-i10ps/reported

Please, if you have any questions or critiques, let us know.

Follow up to the highest PFOA's in NJ post.

PFOA stands for perfluorooctanoic acid.

It is a man-made PFAS chemical, part of the “forever chemicals” family, used because it resists heat, oil, grease, stains, and water. It does not break down easily in the environment, can persist in drinking-water sources, and can build up in people over time.

Health agencies treat PFOA as a serious long-term exposure risk. The International Agency for Research on Cancer classifies PFOA as carcinogenic to humans, and drinking-water regulators set very low limits because of concerns including kidney and testicular cancer, immune effects, liver effects, cholesterol changes, and reproductive effects.

EPA data

Data extracted from EPA for PFOA in NJ

This data is a little outdated, so levels can rise and fall.