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JunningWu / Learning-NVDLA-Notes

NVDLA is an Open source DL/ML accelerator, which is very suitable for individuals or college students. This is the NOTES when I learn and try. Hope THIS PAGE may Helps you a bit. Contact Me:junning.wu@ia.ac.cn
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Object detection #16

Open DrVijayK opened 5 years ago

DrVijayK commented 5 years ago

@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 commented 5 years ago

supporting for other CNNs is heavily depending on NVIDIA's compiler, currently only some few networks.

DrVijayK commented 5 years ago

@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 commented 5 years ago

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 commented 4 years ago

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?