Project NO.: 2021*****

Contributor: Shiyi Liu

Timeline: 2021 Q2 - 2021 Q4

improve the quality of Maestro2 OCT(A) images by developing deep learning models without requirement of repeated scans

7/1/2021, Shiyi Liu, initial test, test new dataset on the built model.

7/2/2021, Shiyi Liu, development, a new model ** added.

• Linux
• Python with numpy
• NVIDIA GPU + CUDA 8.0 + CuDNNv5.1
• TensorFlow 0.11

• Clone this repo:

git clone [email protected]:shiyiliu/******

• Download the dataset:

\\oak-rdshare\dataset

• Pull the Docker image:

\\oak-rdshare\docker\shiyi_test:test.tar

or:

docker push shiyiliu/shiyi_test:tagname

• Environment setup:

Docker load –-input location/shiyi_test:test.tar

• Train the model:

python main.py --phase train