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Python wrapper class for OpenVINO Model Server. User can submit inference request to OVMS with just a few lines of code.

Python 83.22% Shell 11.23% Batchfile 5.55%
openvino openvino-docker model-serving deep-learning inference python intel openvino-model-server tensorflow-serving triton-inference-server

openvino-model-server-wrapper's Introduction

Hi there ๐Ÿน

I'm an amateur programmer and am interested in Intel(r) OpenVINO toolkit. I'll post OpenVINO related projects a lot, but not limted to.

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yutkat

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goga1992

openvino-model-server-wrapper's Issues

not issue, BKM request for utilization

Hi yas-sim,
thanks a lot for sharing wonderful code.
I'm not good in model server, would you kindly let me know what is the next step for this?
"OVMS will start serving the Resnet-50 model as model-name='resnet_50', model-version=1, and gRPC-port=9000."
Server w/ resnet is running, how it can be utilized?
thanks,
p.s.:
tensorflow installation was required for model converter.
another curious thing is you use "python and python3", I just used python3 only.

BR/Kobu

Error while running object detection and line cross sample

Hello,
I'm getting the following error while running the object detection and line cross sample on Ubuntu:

TypeError: Descriptors cannot not be created directly.
If this call came from a _pb2.py file, your generated code is out of date and must be regenerated with protoc >= 3.19.0.
If you cannot immediately regenerate your protos, some other possible workarounds are:
 1. Downgrade the protobuf package to 3.20.x or lower.
 2. Set PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python (but this will use pure-Python parsing and will be much slower).

More information: https://developers.google.com/protocol-buffers/docs/news/2022-05-06#python-updates

I tried also running it as:
PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python python3 object-detection-and-line-cross.py
But got this error:

raise AttributeError("module {!r} has no attribute "
AttributeError: module 'numpy' has no attribute 'unicode'. Did you mean: 'unicode_'?

Any ideas? thanks

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