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Edge CV is never “just a model.” It is the whole pipeline.
I have been optimizing a real-time vision pipeline on Jetson: profiling end-to-end latency, fixing GPU under-utilization, eliminating silent CPU fallbacks, and correcting resize/augmentation/inference settings to reduce edge-case misses.
If your vision system needs to hit strict FPS targets, I can help you make it stable and production-ready.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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