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Running yolov4 with OpenVino - GPU

I'm trying to compile OpenVINO on my Windows system with GPU enabled. code: from openvino.runtime import Core core = Core() model = core.read(model_path) compiled_model = core.compile_model(model, ...
Saurav Ns's user avatar
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1 answer
806 views

OpenVINO API 2.0 output tensor cannot convert to image

This is the follow-up question from here. I try to use YOLOv4 model to do the inference with OpenVINO API 2.0. dcm_file = "1037973" ds = dcmread(dcm_file, force=True) ds.PixelRepresentation =...
TseHsien's user avatar
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1 answer
748 views

OpenVINO API 2.0 cannot read dynamic input batch with YOLOv4

I develop a Qt app to let user choose a DICOM file, then it will show the inference result. I use dcmread to read a DICOM image as many slices of images. For example, single DICOM image can convert ...
TseHsien's user avatar
0 votes
1 answer
498 views

OpenVINO MULTI:MYRIAD with sequential inference is inefficiency and usually shows "XLink_sem_wait:94" and "XLinkResetRemote:257" logs

I have integrated OpenVINO and PyQt5 to do the inference job as shown in the image on Windows 11 with openvino_2021.4.689 version. I reference this GitHub to finish YOLOv4 inference with NCS2. The ...
TseHsien's user avatar
0 votes
1 answer
308 views

OpenVINO YOLOv4 inference device didn't appear after reboot with MYRIAD but could work with CPU

My environment is Windows 11 with openvino_2021.4.752 version. When I try to run object_detection_demo.py in the demos folder of inference engine, N/A result will be occurred using CPU, and the MYRIAD ...
TseHsien's user avatar
0 votes
1 answer
2k views

YOLOV5 with OPENVINO on CPU [closed]

I am trying to test: only yolov5 without openvino : ~ 4 FPS yolov5 with openvino : ~ 2 FPS That is abnormal, can you give me any suggest or any comparison between two methods if you already ...
mohamed lamnouar's user avatar