Signate: NDL Image Data Layout Recognition

NDL Image Data Layout Recognition.

4th place out of 97 (gold medal) with score 0.84310 (top1 -- 0.84978).

Prerequisites

Install mmdetection.

git clone --branch v1.0.0 https://github.com/open-mmlab/mmdetection.git

Then

pip install -r requirements.txt

Usage

First download the train and test data from the competition link.

To preprocess data, train, predict and ensamble run

bash ./run.sh

This will generates trained models and submission file.