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intel-retail / automated-self-checkout

The Intel® Automated Self-Checkout Reference Package provides critical components required to build and deploy a self-checkout use case using Intel® hardware, software, and other open-source components.
https://intel-retail.github.io/documentation/use-cases/automated-self-checkout/automated-self-checkout.html
Apache License 2.0
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Evaluate Automated Self Checkout with DL Pipeline Server #597

Closed mechris1 closed 3 months ago

mechris1 commented 4 months ago
brian-intel commented 4 months ago 
yolov5+efficientnet 3 pipelines         
                    1           2           3           Avg

DLStreamer 30.01 29.98 30 29.99666667 EVAM single server 25.27458313 23.83788367 22.34245479 23.8183072 EVAM multiple servers 30.04973554 30.07119659 30.07410121 30.06501111

Full 3 pipelines
1 2 3 Avg DLStreamer 22.86 23.58 19.01 21.81666667 EVAM single server 20.20177535 18.66237088 16.91272482 18.59229035 EVAM multiple servers 30.01848838 30.03958501 30.03400978 30.03069439

Docker stats
Memory Usage Total for 3 servers MiB Image size DLStreamer 407.9MiB 1234.57 5.41GB EVAM single server 886.6MiB 886.6 8.01GB EVAM multiple servers 385.2MiB 1087 8.01GB