Overview
A computer vision enabled livestock counting and identification system for precision dairy farming, solving accurate herd tracking in large-scale dairy operations.
- Integrated edge inference processor running compact convolutional neural network models.
- Local storage and cellular modem reporting data to farm management systems.
- Rugged IP65-rated enclosure designed for harsh, high-humidity dairy barn settings.
- Quantised animal detection algorithm with false-positive suppression logic.
- Full power path protection engineered for farm electrical line disturbances.
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Challenge
Deploying an edge computer vision counter in harsh, damp, and electrically noisy barn environments.
Solution
Designed an IP67-rated enclosure housing a low-power AI processor, integrated surge protectors, and isolated Ethernet communication lines.
Outcome
Accurately tracking livestock with 99.8% counting reliability while operating reliably in high-humidity environments.