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Feature Pyramid Network on caffe

This is the unoffical version Feature Pyramid Network for Feature Pyramid Networks for Object Detection https://arxiv.org/abs/1612.03144

the mxnet unoffical version Feature Pyramid Network: https://github.com/unsky/Feature-Pyramid-Networks

usage

dowload VGG16 VGG16.v2.caffemodel and your dataset

make caffe

cd FP-caffe
mkdir build
cd build
cmake ..
make -j16 all

make lib

cd lib
make 

train

./experiments/scripts/FP_Net_end2end.sh 1 VGG16 pascal_voc

test

./test.sh 1 VGG16 pascal_voc

if you have issue about the fpn, open an issue.

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Feature Pyramid Networks for Object Detection on caffe

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  • Jupyter Notebook 48.3%
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  • Cuda 2.9%
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