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neural-networkconv-neural-networkresnetdeep-residual-networks
katiex7
katiex7

Reputation: 913

Inception-v1 vs Inception-Resnet-V1

Like the title says, is there any difference between the two? I think the original inception v1 model does not have Res Blocks, but maybe I'm wrong. Are they the same thing?

Upvotes: 1

Views: 1636

Answers (2)

fisakhan
fisakhan

Reputation: 802

No, they are not the same?

Inception-ResNet is hybrid module inspired both by inception and the performance of resnet. There are further two sub-versions of Inception-ResNet, namely v1 and v2. Inception-ResNet v2 has higher accuracy and computational cost as compared to Inception-ResNet v1 (https://ai.googleblog.com/2016/08/improving-inception-and-image.html).

Upvotes: 2

joek47
joek47

Reputation: 126

They are different. Training with residual connections accelerates the training of Inception and may outperform similarly expensive Inception without residual connections.

Upvotes: 1

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