This content originally appeared on DEV Community and was authored by Aryan
I’ve been working on a smart fitness project that I’m super excited about — I didn’t post about it earlier (was deep in the build mode the last 2 days 😅) — but imagine this: upload a photo of any gym equipment and instantly get 2–3 beginner-friendly exercises, complete with videos, tips, and targeted muscle info! 💪📸
No fitness knowledge? No problem.
This tool is built for beginners who walk into a gym and think:
"What can I even do with this machine?"
**
🚧 What I’ve built so far (in just 3 days):**
✅ Detect gym equipment from a photo using Google Cloud Vision API
✅ Use Gemini (Google’s LLM) to generate exercises, GIF/video links, muscle info, and beginner tips
✅ Created a backend with Node.js + Express to connect the dots
✅ Parsed and cleaned messy AI output into clean JSON (trust me, this was tricky 😅)
✅ Ready to hook this into a simple, clean React frontend
Next up: Designing the UI to actually show this magic ✨
If you're into fitness, AI, LLMs, or just love seeing creative tools come to life — I’d love to hear your thoughts! 💬
Let’s connect and build cool stuff together 🚀
This content originally appeared on DEV Community and was authored by Aryan
Aryan | Sciencx (2025-06-14T16:32:52+00:00) 🔥 Day 3 of building something really cool!. Retrieved from https://www.scien.cx/2025/06/14/%f0%9f%94%a5-day-3-of-building-something-really-cool/
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