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PINTO0309 / OpenVINO-YoloV3

YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
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Apache License 2.0
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Open Vino 2019 not giving any results #30

Open Maria-UET opened 5 years ago

Maria-UET commented 5 years ago

[Required] Device : CPU i5

[Required] Your device's CPU architecture (armv7l, x86_64, or other architecture name): x86_64

[Required] Your OS (Raspbian, Ubuntu1604, or other os name): Windows

[Required] Details of the work you did before the problem occurred:
I tried to run the openvino_tiny-yolov3_test.py file with OpenVINO 2018 and my trained Yolo v3 tiny network. The inference works well with CPU but when I try with NCS2 (using -d MYRIAD), the result gives a lot of false positives. As is visible in the image attached. Later I found on this forum, https://software.intel.com/en-us/node/804818#comment-form that the issue is with OpenVino version with has a bug for in MYRIAD plugin.

So, I installed OpenVINO 2019 on the same machine, configured the inference engine, checked its installation by running sample code, then transformed the network into IR model by using mo_tf.py of openVINO 2019. When I re-ran openvino_tiny-yolov3_test.py with this openVINO 2019, it gave no results. Only one frame appears on the screen after running the code and then the code shuts down without any error message. Did I miss something? image

Maria-UET commented 5 years ago

Update: I also checked the sample code provided with openVINO 2019 installation, object_detection_demo_yolov3_async.py The result was the same Only one frame appears on the screen after running the code and then the code shuts down without any error message.

PINTO0309 commented 5 years ago

Thank you for pointing out. The problem you pointed out has been happening for quite some time. No solution has yet been found in the official forums.