Python / OpenCV / PyTorch
DeltaVision
A visual inspection prototype combining computer vision, temporal modeling, and a fast feedback UI for quality analysis.
return to projects
learned
- How temporal context improves defect detection compared with frame-only checks.
- Why inspection systems need human feedback loops for ambiguous cases.
- How preprocessing choices affect both speed and false positive rates.
writeup queue
- Document the ConvLSTM pipeline.
- Add before-and-after examples for defect classifications.