01Computer vision · Edge
Vanguard
Edge computer vision that has to justify every decision.
A real-time face-recognition attendance system that runs entirely on the hardware already on site — a basic computer or a small edge device, no cloud and no internet. Four neural networks in a Kafka-chained pipeline, a FAISS vector index, and an operator console whose whole job is to show you why the model kept or threw away every face it saw.
- 4Models on device
- 512Embedding dim
- 51.7kPython pipeline
- 79.5kFull system
