Deployment
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What I Learned Shipping Computer Vision Models to 10+ Edge Targets
Notes on the gap between a model that trains well and a model that runs on someone's phone, car, or camera — quantization, runtime quirks, and why the bottleneck is rarely the network.
Aug 14, 2026
Industrial Surface Defect Detection
Detecting and grading surface defects on a production line, delivered as a .NET-integrable component rather than a Python service.
Apr 1, 2021