Cifar-100 Network Definition

[Dana Shavit]

Hi All,

I'm looking for a network definition for cifar-100 that I can use as a baseline. Can anyone point me to or share a prototxt that achieves decent accuracy?

I've been using the cifar-10 definition supplied with Caffe but it's nowhere near SOA.

Thanks,

Dana 

[Ihsan Ullah]

Hi did you solved it, Or found any info?
Regards
khan

[Alex Bewley]

I found the caffenet model to work quite well when initialised with the weights from bvlc_reference_caffenet.caffemodel.

To make it work you need up-sample the images.

Alex

[Abhinav Mittal]

Hi Alex,
How did you give the CIFAR-100 dataset as an input to the model for training?
I am using AlexNet for CIFAR10 as given in this caffe tutorial but I am unable to figure out, how to give CIFAR100 as input instead of CIFAR10 even after making changes in convert_cifar_data.cpp.
Thanks

[Alex Bewley]

I downloaded the data from: http://www.cs.toronto.edu/~kriz/cifar.html and converted to images using matlab.

Then made a LMDB using the conveert_imageset tool in caffe, where you can also perform the upscaling.