Pretrained model weights

[jonpollack (Jonathan Pollack)]

Hey all,

I have some questions about the pretrained models at
http://files.fast.ai/models/

Does anyone know what data set these models were trained on? I suspect it’s "LSVRC 2012 Training Set"
http://www.image-net.org/challenges/LSVRC/2012/#Data

Which I also think is the data set @jeremy provided a torrent link to in this thread

Lesson 9 wiki

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So here are a couple of questions if anyone knows:

1. What data set were these models trained on?
2. Do models/weights exists for something trained against the entire ImageNet data set (10M images with 10k categories, versus the reduced 150k images with 1k categories data set)
3. In lesson 9/10 we created a Devise Model, does anyone know if the weights for this model are available. There was some discussion about it in this thread, but I don’t think it’s been released yet.

Lesson 10 Discussion

I won't be able to train Devise on the entire imagenet because of hardware limitation. Can Jeremy (or somebody else) share the pretrained models? It seems pretty useful for a large number of applications.

Lesson 10 Discussion

We do plan to release this, and other pre-trained models - might not be for a while though since I need to look at what needs to be included, and how to distribute.

Thanks all!
Jon

[markovbling (alex)]

I seem to recall Jeremy saying the dataset had 1.5 million images.

I’d also love to download the trained weights!