Define use-case, success KPIs, sensor stack, and constraints (power, latency, cost, safety). Collect sample data and map deployment environments for accurate edge performance.
Architect the vision pipeline: model selection & quantization plan, memory/throughput budgets, and reference board mapping using Netra Semi SDKs and toolchains.
Train/fine-tune models, optimize kernels, integrate sensors, and implement firmware. Compile for target SoC, accelerate with our NPU, and validate real-time performance.
HIL & field tests, power/thermal profiling, robustness & safety checks, and CI automation. Pilot deployments, performance tuning, and production handover with documentation.
