EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

[PierreO (Pierre Ouannes)]

Hey everyone,

I just wanted to share this new really cool paper on a new ConvNet that does very well. Just look at this graph!

Here’s the paper: https://arxiv.org/abs/1905.11946

Here’s the blog post: https://ai.googleblog.com/2019/05/efficientnet-improving-accuracy-and.html

And here’s the official implementation: https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet

Enjoy

[Seb]

Seems like a big step forward!

[simonjhb (Simon)]

Quoc Le’s tweet announcing it sounds like a click bait advert for deep learning nerds

Quoc Le (quocleix)

One weird trick advertisements

[MicPie (Michael)]

FYI there is another thread where people already discussing an implementation in fastai.

This looks really promising!