Estrus Jetson Pipeline
An edge AI pipeline delivering real-time estrus alerts from multiple farm cameras.
Description
A production-oriented edge pipeline connecting multiple IP cameras to Jetson devices for real-time inference and alerting.
Objective / Aim
Reduce cloud dependence and latency by running estrus detection directly at the edge.
Role & Responsibilities
Designed the Jetson pipeline, integrated multi-RTSP streams, optimized inference, and hardened for on-site reliability.
Impact / Results
Lowered detection error rates by ~20% while proving reliable edge-to-cloud operations in live farm pilots.