Industrial Classifier (Streamlit)

A simple Streamlit app that loads a YOLO classifier and prints a formatted summary line like 0: 224x224 bent 0.75, good 0.21, color 0.03, scratch 0.01, flip 0.00, 187.7ms when you upload or capture an image.

Run locally

# From Windows PowerShell
cd D:\mvtech
python -m pip install -r requirements.txt
streamlit run app.py

Notes

• best (1).pt is tracked via Git LFS to avoid large file issues.
• If you see path errors on Windows, using pathlib.Path in app.py handles spaces and backslashes safely.