ResNet-18, ResNet-34, Inception-V3 model sharing request

[Caezar Saad]

hi 

I am completely new to this group and I have the following request:

Is there any pre-trained ResNet-18, ResNet34 and Inception-V3 for caffe available (shared ) to use?

also, if the above models are available as build from scratch that would be ok too. all I need at the moment is prototxt and caffemodel files.

sorry if I am posting or in a wrong way 

 

cheers

[Alex Orloff]

There are torch7 models of ResNet - feel free to convert to caffemodel.

BTW there also should be caffemodels as well.

Check on github

[Caezar Saad]

Thanks  Alex

Actually, I did find some Torch models on Github but I lack enough knowledge of Python as well as I dont know how accurate the converters are. re: Caffe model I couldn't find any caffemodels for those particular networks on GitHub.

cheers   

[Alex Orloff]

Yeap, I see that there are only 50/101/150 versions on KaimingHe github

https://github.com/KaimingHe/deep-residual-networks

BTW resnet-34 ~ resnet-50

Do you really need those small nets?

[Caezar Saad]

Inception -V3 and ResNet-34 are important to me because they have quiet good combination of fast inference time and high accuracy for UAV navigation purposes.

[Amrutha D]

Hi Alex,

Not sure this is the right place to ask, but seems relevant to ask here about converting models.

I want to convert a pretrained (from torch7 or Tensorflow) model to Caffe . 

Conversion from Torch7 to Caffe using converters did not work, I spent a lot of time.

Would it be easy to convert models (in this case port the weights) to Caffe if I have the .npy file from Tensorflow?

Thanks for your help!

[Cat]

Hello Amrutha,

Did you manage to convert the model from torch to caffe?

Thanks in advance,
Cat

[Amrutha D]

Hi Cat,

I have not been able to convert model from torch to caffe still. Do you have some inputs?

Thanks,

A