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KaihuaTang / Scene-Graph-Benchmark.pytorch

A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased Scene Graph Generation from Biased Training CVPR 2020”
MIT License
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frozen backbone detector #105

Closed ranran9991 closed 3 years ago

ranran9991 commented 3 years ago

❓ Questions and Help

Can you point me to the line in which the backbone detector is being freezed?

ranran9991 commented 3 years ago

Found it

https://github.com/KaihuaTang/Scene-Graph-Benchmark.pytorch/blob/3f8074e9e8d483a5c746df70b0bbfecec19f2632/tools/relation_train_net.py#L52

bibekyess commented 1 year ago

Hi @ranran9991, I didn't understand why we freeze the backbone detector in relationship prediction as we are training from scratch? Can you please explain why are we doing so? Thank you for your help!

ranran9991 commented 1 year ago

Hi @ranran9991, I didn't understand why we freeze the backbone detector in relationship prediction as we are training from scratch? Can you please explain why are we doing so? Thank you for your help!

I'm not the author of the paper, you should be asking @KaihuaTang that as he is the original writer of the paper and the maintainer of this package.

bibekyess commented 1 year ago

@ranran9991 I of course know who is the author. I just asked in this issue as you were searching for the point of frozen detector and I thought you might have some insight on why is it being done. Anyways, Thanks for a quick response and have a good day!! :)