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MatConvNet: CNNs for MATLAB
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import-caffe.py Memory Error on Windows 7 #100

Closed kilickaya closed 8 years ago

kilickaya commented 9 years ago

Hi,

I am running MatConvNet on a 64 bit Windows machine.

I am using import-caffe.py to convert a proposed model (http://places.csail.mit.edu/) to MatConvNet format. It succesfully converts the model until the 15th layer.

However, after that, I receive a 'Memory Error'. I suspect this is due to the fact that Windows only allows 1 GB RAM usage for a single (python) process.

I would like to ask if there is any workaround exists for such error?

lenck commented 9 years ago

Hmm, we did all the conversions on Linux machines :( But I'm surprised that there is such a limit and I was not able to find any further information, only similar thing was here which suggests to use newer version of numpy...

tommeke9 commented 9 years ago

Hey @kilickaya Did you manage to convert the Places database to MatConvNet? Which version of the pertained cnn did you use? Alexnet or VGG16?

kilickaya commented 9 years ago

I manage to convert Places (along with HYBRID etc.) not by Windows (due to Python Memory issues) but by Linux

tommeke9 commented 9 years ago

@kilickaya Do you mind sharing the files used to convert the places-database to Matconvnet? It would be really helpful!

kilickaya commented 8 years ago

First, places is not a database, it is a CNN architecture (sharing the same architecture with famous AlexNet) where MIT researchers trained to recognize scenes -or places in paper's jargon- (instead of ImageNet objects).

Then, Yes I can share these models (along with the HYBRID model) via DropBox or Google Drive, will update this when upload is complete.

tommeke9 commented 8 years ago

Thank you! Let me know when you have the link :) (I meant a 'CNN trained on the places database', but you are absolutely right that I wrote it incorrect)

salman-h-khan commented 8 years ago

Hi @kilickaya , Could you please share the models in Matconvnet format?

Thanks,

ghost commented 8 years ago

I have been trying to convert the Places 205 VGG CNN model, everything runs fine, but the weight matrices are empty. Dont know where is it going wrong. Can you please share your converted models, and possibly the scripts.

Drronan commented 8 years ago

Hi guys, I'm also looking for the Places 205 VGG CNN model in matconvnet format can someone share it please? Thanks a lot.

DongXingshuai commented 8 years ago

Hi, @kilickaya Could you please share the Places models in Matconvnet format? Thank you so much!

ghost commented 7 years ago

hi,guys, I am a newer in python and caffe, I want to convert a pre-trained caffemodel to matconvnet format, does anyone could tell me how to use the import-caffe.py? what are the inputs? Thanks a lot