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# git version must be greater than 1.9.10
git clone https://github.com/ZhouYanzhao/SPN.git -b torch --single-branch SPN.torch
cd SPN.torch
export DIR=$(pwd)
install SPN:
cd$DIR/install
# install the GPU implementation of SPN.
bash install.sh
download the PASCAL-VOC2007 dataset:
cd$DIR/demo/datasets
# trainval
wget https://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtrainval_06-Nov-2007.tar
tar xvf VOCtrainval_06-Nov-2007.tar
# test
wget https://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtest_06-Nov-2007.tar
tar xvf VOCtest_06-Nov-2007.tar
download pre-trained VGGNet model for fine-tuning:
cd$DIR/demo/models/convert
wget https://www.robots.ox.ac.uk/~vgg/software/very_deep/caffe/VGG_ILSVRC_16_layers.caffemodel
# convert caffemodel to t7
th convertVGG.lua
If you run into error: identifier "THCudaBlas_Sgemv" is undefined during installation, update Torch7 to the latest version via cd <TORCH_DIR> && bash ./update.sh
If you use the code in your research, please cite:
@INPROCEEDINGS{Zhu2017SPN,
author = {Zhu, Yi and Zhou, Yanzhao and Ye, Qixiang and Qiu, Qiang and Jiao, Jianbin},
title = {Soft Proposal Networks for Weakly Supervised Object Localization},
booktitle = {ICCV},
year = {2017}
}
About
Soft Proposal Networks for Weakly Supervised Object Localization, in ICCV 2017