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Hey Amun, Rekognition doesn't support on-prem deployment or inference. We had a similar problem before, and ended up building DirectAI (https://directai.io) to solve this.
We let you create custom labels to do object detection & classification, all with zero training. We're actively working on building on-prem solutions for edge devices right now. We'd love to chat if any of this sounds interesting -- here's our Calendly. Hoping to hear how we can meet your needs.
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