Smart Classroom AI IoT - Final Demo Count Fix v1.0.2
Patch release for the final demo version.
Bug fixes:
- Fixed face sample filename overwrite issue
- Face Training now uses unique filenames for new samples
- Student Dataset Summary count now reflects newly saved valid face samples
- Browser capture message reports actual saved sample count and dataset count
- 500-sample limit per student remains protected
Verification:
- Python compile check passed
- Face sample filename uniqueness verified
- Sample count tested with a student below the 500 limit
- No dataset, database, model, or private media files included
Note:
This remains an MVP/final demo version for local/LAN classroom presentation. Public production deployment still requires additional security preparation.