Optimize Real-Time Vision Pipeline on Jetson for FPS StabilityOptimize Real-Time Vision Pipeline on Jetson for FPS Stability
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Fariha Muazzam
• Mar 10
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.
computervisionPythonoptimization
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