u/kptbarbarossa

▲ 3 r/IOT+2 crossposts

Pricing IoT Stack (RN + Python)

Built a full-stack IoT ecosystem solo (App + Firmware).
App: React Native
Firmware: Python
Connectivity: 2.4GHz Wi-Fi

What’s the IP value for this stack in 2026?

Thanks!

reddit.com
u/kptbarbarossa — 5 days ago

Hey everyone

I've always hated the guessing game of matching test strip colors by eye. I wanted to bring an honest, purely scientific approach to this problem.

So, I combined science and AI to start a project that can read these strips down to the finest detail and slightest color variation. That's how I built

**StripVision**. The goal isn't just to make something flashy, but to provide a tool that is genuinely useful, accurate, and reliable.

Right now, the app has a completely free quota of 100 scans per month. I would love it if people interested in this space (aquariums, pools, water testing) could try it out and give me some honest feedback. I really need to hear what works, what doesn't, and what features you think I should add.

Thanks so much to anyone who takes the time to check it out!
Link: [StripVision

u/kptbarbarossa — 10 days ago
▲ 5 r/AppTalks+3 crossposts

Hey everyone

I've always hated the guessing game of matching test strip colors by eye. I wanted to bring an honest, purely scientific approach to this problem.

So, I combined science and AI to start a project that can read these strips down to the finest detail and slightest color variation. That's how I built

StripVision. The goal isn't just to make something flashy, but to provide a tool that is genuinely useful, accurate, and reliable.

Right now, the app has a completely free quota of 100 scans per month. I would love it if people interested in this space (aquariums, pools, water testing) could try it out and give me some honest feedback. I really need to hear what works, what doesn't, and what features you think I should add.

Thanks so much to anyone who takes the time to check it out!
Link: StripVision

u/kptbarbarossa — 10 days ago

Got the domain. Need an idea.

Drop yours in the comments.

Most upvoted, I'll ship in.

One sentence is fine. No format.

See you in the comments.

reddit.com
u/kptbarbarossa — 15 days ago
▲ 5 r/PublicValidation+4 crossposts

Got the domain. Need an idea.

Drop yours in the comments.

Most upvoted, I'll ship in.

One sentence is fine. No format.

See you in the comments.

u/kptbarbarossa — 15 days ago
▲ 6 r/AppTalks+4 crossposts

Solo dev here. Built **StripVision** — point your phone at a test strip + the manufacturer's color ramp in the same shot, you get a real ppm number.

The app uses an AI vision model to extract RGB from each ramp patch and the strip pad, then a polynomial color correction (Cheung 2004) strips out camera and light bias, then it interpolates onto the calibrated curve. ±5% accuracy on the validated chemicals.

**Free for 10 readings/month — no card needed.**

I'd really value feedback on:

  1. Does the auto-capture (steady-hold ring fills, then fires) feel natural?

  2. Result screen readable without explanation?

  3. Any test strip brand it gets wrong?

**Honest about limits:**

- 3 of 9 chemicals fully validated; the rest are in calibration (the app labels which is which)

- iOS only (iPhone 11+, iOS 16+)

- Not a medical device — pool / aquarium / hobby use

**Try it:** https://testflight.apple.com/join/ZWfTEQFH (TestFlight, free, no card)

**Site:** https://stripvision.app/en/

I'm in this thread for the next few hours — reply or DM with anything: bugs, weird readings, missing features.

u/kptbarbarossa — 17 days ago