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please add other detectors #1422

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batman-far opened this issue Oct 7, 2019 · 2 comments · Fixed by #3403 or #3757
Closed

please add other detectors #1422

batman-far opened this issue Oct 7, 2019 · 2 comments · Fixed by #3403 or #3757

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@batman-far
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batman-far commented Oct 7, 2019

Please add other detectors like SSD and SSDlite.

@zhiqwang
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zhiqwang commented Jul 22, 2020

Hi, I implement a SSD detector based on torchvision's faster-rcnn, named demonet. I use similar structure with torchvison's. Currently I use mobilenet_v2 as the backbone.

Now I focus on model's inference, to make it have fully support for torchscript and onnx. I borrow a lot of torchvision's implementation as my code's cornerstone, so it is very easy to port if you are familiar with torchvision's. DEMONET have support for torchscript now, and I will try the onnx export. You can check some of my code snippets, generalized_ssd.py and box_head.py.

I only train demonet on pascal voc datasets, and with map about 66.1, so there is a lot to do to get a Good pretrained model. Maybe you can try it.

@fmassa
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fmassa commented May 11, 2021

Hi,

We've added SSD and SSDlite in torchvision, and we will be continue adding more detectors over time.

Thanks for opening the issue!

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