detectron2-on-longleaf.md

detectron2-on-longleaf.md

how to run detectron2 on longleaf

1. install anaconda

module add anaconda
module add gcc/4.9.1
module add cuda/9.2
module save

2. create environment

1. Python>=3.6
2. Pytorch 1.3
3. OpenCV

conda create --name py36 python=3.6
echo ". /nas/longleaf/apps/anaconda/4.3.0/anaconda/etc/profile.d/conda.sh" >> ~/.bashrc
bash
conda activate py36
pip install opencv-contrib-python
conda install pytorch==1.3 torchvision cudatoolkit=9.2 -c pytorch
conda install cython
pip install 'git+https://github.com/cocodataset/cocoapi.git#subdirectory=PythonAPI'
pip install git+https://github.com/facebookresearch/fvcore.git # ignore the error message
# cd /pine/scr/q/z/qzane # modify the path 
git clone "https://github.com/facebookresearch/detectron2"
cd detectron2
python setup.py build develop

prepare data

• https://tzutalin.github.io/labelImg/
• wget "https://raw.githubusercontent.com/Tony607/voc2coco/master/voc2coco.py" # voc2coco
• https://www.cis.upenn.edu/~jshi/ped_html/PennFudanPed.zip

Annotation

mkdir:

data
 └── VOC2007
 ├── Annotations
 │ ├── 0.xml
 │ ├── ...
 │ └── 9.xml
 └── JPEGImages
 ├── 0.jpg
 ├── ...
 └── 9.jpg