No description, website, or topics provided.
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
README.md
deploy.prototxt
train_val.prototxt

README.md

Places_CNDS_models

Places-CNDS-8 is a "8conv3fc layer" deep Convolutional neural Networks model trained on MIT Places Dataset with Deep Supervision.

Top-1 and Top-5 accuracies (%) on MIT Places Val/Test dataset:

   top-1 val/test        top-5 val/test
   54.7/55.7              84.1/85.8

The method is described in the following report. Thanks for citing this report if the model is useful for your research.

Downloading our 8conv3fc_CNDS.caffemodel (8 convolutional layers and 3 fully connected layers)

https://drive.google.com/file/d/0B_s0NuQ5DMW_SUZCOUV2amY3ZkU/view?usp=sharing

Thanks for citing our work if the model is useful for you.

http://arxiv.org/pdf/1505.02496.pdf

  Training Deeper Convolutional Networks with Deep Supervision
  L.Wang, C.Lee, Z.Tu, S. Lazebnik, arXiv:1505.02496, 2015