jahongir7174 / DeepLab-tf

DeepLabV3+ Implementation using TensorFlow 2

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#About model parameters

tanveer6715 opened this issue · comments

Hi,
Thanks for you code. I just find the model parameters which is around 6 million. But most of the researchers report around 78 million parameters of DeepLab v3+. Will you guide me about this problem.
Thanks.

hello,
original deeplabv3+ uses xception as a backbone, efficientnetv2-s is used as a backbone in this repo

Thank you for your response. In efficient netv2 paper the authors report 24 M parameters. As you use efficient netv2 in this repo then why its still show around 6 M parameters?

Structure of DeepLabV3+
image

Structure of EfficnentNetV2-S
image

I hope these figures answer your question

Thank you