Harin22/real-time-bubble-inspection
bubble_insp_ver0.1 is a lightweight ML pipeline for detecting, counting, and tracking bubbles in reactor flow—built for quality control in advanced manufacturing. Using YOLOv8 segmentation, it supports real-time video analysis, size measurement, and deployment on edge devices like the Raspberry Pi 5, Specifically built for minimal hardware.
Stars
1
Forks
—
Language
Jupyter Notebook
License
MIT
Last pushed
Apr 08, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/Harin22/real-time-bubble-inspection"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
fastapi/fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production
scikit-learn/scikit-learn
scikit-learn: machine learning in Python
probabl-ai/skore
Track your Data Science. Skore's open-source Python library accelerates ML model development...
Farama-Foundation/Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference...
WMD-group/SMACT
Python package to aid materials design and informatics