Model zoo with Pretrained VGG16/19#21
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lucasb-eyer wants to merge 4 commits intoVisualComputingInstitute:masterfrom
lucasb-eyer:pretrained
Closed
Model zoo with Pretrained VGG16/19#21lucasb-eyer wants to merge 4 commits intoVisualComputingInstitute:masterfrom lucasb-eyer:pretrained
lucasb-eyer wants to merge 4 commits intoVisualComputingInstitute:masterfrom
lucasb-eyer:pretrained
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Also, this needed the |
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I think that we should remove json files from github. |
- The `mode` now defaults to `cross`, which is what all other packages
use and thus it allows loading their weights without needing to fiddle
with mirroring/flipping them correctly.
- Adds an alternative `border` parameter for these two reasons:
1. So that we have a flexible shortcut for 'same'
2. So that Theano can use some tricks for 'valid' and 'full'
The old interface is still available and used since `border=None` by default.
This change is fully backwards compatible.
(I need it for ILSVRC-pretrained VGG)
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Yeah, I felt uncomfortable adding them, but for some reason didn't think of putting them into a github gist and using the I've also undone the change to the |
This includes implementing a slightly fancier download functionality which caches the data in a `~/.cache/beacon8` folder. For the example code, this also necessitated writing `imread` and `imresize` functions which use either `cv2` or `PIL` depending on what's available.
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Interface is still different from Torch7. |
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Adds a model "zoo" à la Caffe. Currently, this contains VGG16 and VGG19, it allows to just create the model (and then train yourself) or download the pretrained ILSVRC weights from the internet and create a pretrained version of the net. The latter is done in the example.
Again, I made the commits so that it's best to read the commits individually, the commit message contains a lot of information.
The two large
jsonfiles will move from the example to thedatasubmodule, whose PR will follow in a few days.Looking forward to your feedback; especially, I think you may not like the change of parameters to
SpatialConvolutionCUDNN?