Architecture & Code Review
A senior consultant reviews your vision pipeline, model choices and deployment target, and hands you a written, prioritized report your team can act on.
OpenCV 5 Readiness
Compatibility audit for the June 2026 OpenCV 5.0 release: C API usage, modules that moved to opencv_contrib, Caffe/Darknet importers that no longer exist, and a costed migration map.
Performance Audits
Frame latency, memory copies, thread contention, the wrong DNN backend: we profile the real pipeline, find the bottleneck, and fix it or hand you the plan.
Advisory First
Short, high-leverage engagements — one to three weeks — built around answering a specific computer-vision question well.
US Based
Work with an OpenCV consultant who is located onshore in the US. No more timezone challenges.
Deep Learning
We combine classical OpenCV pipelines with modern deep learning — YOLO-family detectors, vision transformers, and vision-language models — and deploy them with OpenCV 5's new DNN engine, TensorRT, or ONNX Runtime.
Hands-On When Needed
Consulting can flow into implementation: the same consultant can stay on to land the changes with your team.