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PINTO0309 / OpenVINO-YoloV3

YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
https://qiita.com/PINTO
Apache License 2.0
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Yolov4 #69

Open refigh opened 4 years ago

refigh commented 4 years ago

Yolov4 was released. it is good if you have a performance comparison with v3.

PINTO0309 commented 4 years ago

I haven't measured the performance yet, but I'm always ready to verify it. I will measure it when I have time to work on it. By the way, I measured the performance in an environment other than OpenVINO, but I couldn't see any dramatic performance improvement. https://github.com/PINTO0309/PINTO_model_zoo

refigh commented 4 years ago

on CPU, with OpenVino, I compared them. for same resolution, run-time is almost twice slower, but detection precision was not so much higher, but was a bit higher in some cases. on NCS2 I did not check them yet, since I can't find FP16 model of yolov4 yet.