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[WIP] Driver Action in Kaggle

Driver action recognition challenge in Kaggle. Implemented by Chainer. This repository is work in progress.

Requirements

Preparation

prepare data

mkdir data
cd data
unzip sample_submission.csv.zip
unzip imgs.zip
unzip driver_imgs_list.csv.zip
cd ..

make train and validation data

python scripts/dataset.py

download pre-train model

bash scripts/download.sh

calcurate mean

python scripts/calc_mean.py

Start training

python scripts/train.py

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