Date: October 31, 2025

We’re using AI to detect the plate and wells automatically.
The system identifies plate orientation and marks the corner nearest A1 with a red marker, ready for downstream analysis.

What’s working today

• Plate outline detection across different angles and lighting.
• Orientation awareness: the corner next to A1 is marked with a red marker so the well grid lines up correctly.

What’s next

• Better accuracy on tilted images — improved handling of skew and perspective.
• Robust well-grid detection.
• Mobile performance — speed and memory optimizations for smooth on-device detection.
• Edge-case handling — resilience to partial occlusion and challenging lighting.