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iduta / pyconv

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)
MIT License
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How to use pyconv in other backbones? #17

Open chenshen03 opened 3 years ago

chenshen03 commented 3 years ago

Hi, thanks for your amazing work.

How to use pyconv in other backbones (e.g. EfficientNet). Can I directly replace all the convolutional layers with PyConv, then load the imagenet pre-trained parameters? Or need to train the modified network from scratch on ImageNet and then finetune on the downstream task?

iduta commented 3 years ago

Hi, thanks for the interest in our work. Yes, in this case you need to train the modified network from scratch.

khawar-islam commented 3 years ago

@iduta Did you achieve accuracy using PyConv?