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Detection Model #4

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gbc8181 opened this issue Jun 25, 2020 · 2 comments
Open

Detection Model #4

gbc8181 opened this issue Jun 25, 2020 · 2 comments

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@gbc8181
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gbc8181 commented Jun 25, 2020

Hi,

I read the paper on CVPR this year and find this excellent work. Thanks!
I am curious about the detect model like YOLO or FastRCNN on this method. Do they achieve the same results?
By the way, could you share the model for detection?

Thanks

@lmbxmu
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lmbxmu commented Jun 26, 2020

Hi,

Thanks for your interest.

In our CVPR version, we haven't prune the network for detection. However, we have observed the discovered rank property using YOLOv3. I think any task using CNNs as the backbone should share this observation.

Nevertheless, we will continue the experiment for detection. Please refer to https://github.com/lmbxmu/HRankPlus where our pruned models will be updated. It may take some time since we do not have enough GPUs to support a quick experiment.

@gbc8181
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gbc8181 commented Jun 26, 2020

Hi,

Thanks for your interest.

In our CVPR version, we haven't prune the network for detection. However, we have observed the discovered rank property using YOLOv3. I think any task using CNNs as the backbone should share this observation.

Nevertheless, we will continue the experiment for detection. Please refer to https://github.com/lmbxmu/HRankPlus where our pruned models will be updated. It may take some time since we do not have enough GPUs to support a quick experiment.

Thanks!

@lmbxmu lmbxmu closed this as completed Jun 27, 2020
@lmbxmu lmbxmu reopened this Jun 27, 2020
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