WorkshopNLP

bert_qa.ipynb

face_detection.ipynb

gluonCV.ipynb

install.sh

install_cv.sh

bash
cd SageMaker
sudo yum install htop -y
source activate mxnet_p36

echo "Preparing Face Recognition Lab"
pip install gluoncv
cd ..
git clone https://github.com/THUFutureLab/gluon-face
cd gluon-face/
python3 setup.py install
cd ..
cd SageMaker
git clone https://github.com/ThomasDelteil/mxnet_mtcnn_face_detection FaceRecognition

echo "Preparing Face Detection Lab"
mkdir FaceDetection
cd FaceDetection
wget https://gist.githubusercontent.com/ThomasDelteil/f52349f26701d519b93649e21e62ff77/raw/4d4c81f73382de73d02199b9fe74939b7b49c4e9/face_detection.ipynb
cd ..

echo "Preparing GluonCV lab"
mkdir GluonCV
cd GluonCV
wget https://gist.githubusercontent.com/ThomasDelteil/f52349f26701d519b93649e21e62ff77/raw/48dc108b25ed6d4eaeb0901485c7d2434524f5eb/gluonCV.ipynb
cd ..

echo "Preparing GAN Lab"
pip install pillow
git clone https://gist.github.com/vishaalkapoor/2fcce8981cad4af5cb42eb700974d3cf FaceGenerationGAN
cd FaceGenerationGAN
mkdir dataset output
wget https://s3-us-west-2.amazonaws.com/mxnet-workshop-dropbox/celeba-dataset.zip
cd dataset
unzip ../celeba-dataset.zip
unzip img_align_celeba.zip
rm img*.zip list*.csv
cd ..
cd ..

JapaneseWord2Vec.ipynb