Recipe for Aerial Detection

https://dacon.io/competitions/official/235644/overview/

Let’s slice it into four parts.

Install

cuda 10.0 torch 1.1

conda create -n arirang python=3.7 -y
source activate arirang

pip install cython
conda install pytorch==1.1.0 torchvision==0.3.0 cudatoolkit=10.0 -c pytorch

git clone https://github.com/dingjiansw101/AerialDetection.git
cd AerialDetection

sudo chmod 777 compile.sh
./compile.sh
pip install -r requirements.txt
pip install mmcv-full
python setup.py develop

sudo apt-get install swig
cd DOTA_devkit
swig -c++ -python polyiou.i
python setup.py build_ext --inplace

Train

DOTA format -> COCO format Check in COCO format

or DOTA format

Follow the baseline first

Test

Sumbission

mmcv issue mmcv==0.4.3 format issue connect.py