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AxisCommunications / acap-computer-vision-sdk-examples

Axis Camera Application Platform (ACAP) version 4 example applications that provide developers with the tools and knowledge to build their own solutions based on the ACAP Computer Vision SDK
Apache License 2.0
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Spike in inference time from the inference server #190

Open akash-syook opened 3 weeks ago

akash-syook commented 3 weeks ago

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I have trained yolov5m model and sucessfully deployed on Axis "AXIS M4317-PLR Panoramic Camera".

The avg inference time is 70-80 ms but sometimes there is a spike in inference time from inference server. I am using below repo for my custom trained yolov5 model https://github.com/AxisCommunications/axis-model-zoo/blob/main/docs/yolov5-on-artpec8.md For deployment I have used https://github.com/AxisCommunications/acap-computer-vision-sdk-examples/tree/main/object-detector-python

Added sample screenshots. Please let me know what could be wrong. Screenshot from 2024-08-21 17-06-50 Screenshot from 2024-08-21 17-08-12

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Corallo commented 3 weeks ago

HI @akash-syook I will transfer this issue to the example repository