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Object detection #16

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DrVijayK opened this issue Feb 5, 2019 · 4 comments
Open

Object detection #16

DrVijayK opened this issue Feb 5, 2019 · 4 comments

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@DrVijayK
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DrVijayK commented Feb 5, 2019

@JunningWu
Excellent work and it is very helpful. Can you please let me know if you were able to successfully perform object detection using NVDLA with any CNN. If so, it would be of great help if you can let me know the details. Waiting for your response.
@JunningWu
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supporting for other CNNs is heavily depending on NVIDIA's compiler, currently only some few networks.

@DrVijayK
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@JunningWu
Thanks for the reply. So far we were not able to successfully do object detection with NVDLA. If you were able to do that, can you please let us know details on which CNN etc. We already tried Yolov1 tiny and it doesn't work with NVDLA. The VP output is givinh very low probabilities, wrong classifications and wrong coordinates of bounding boxes.

@JunningWu
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https://github.com/JunningWu/Learning-NVDLA-Notes/wiki/Learning-NVDLA-Notes-by-Junning#551-%E4%BD%BF%E7%94%A8vp%E4%BB%BF%E7%9C%9Fresnet-18

@shazib-summar
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https://github.com/JunningWu/Learning-NVDLA-Notes/wiki/Learning-NVDLA-Notes-by-Junning#551-%E4%BD%BF%E7%94%A8vp%E4%BB%BF%E7%9C%9Fresnet-18

English please?

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@JunningWu @shazib-summar @DrVijayK