Hanyue Lou, Minggui Teng, Yixin Yang, and Boxin Shi.

1. Clone repository and create environment.

git clone https://github.com/HYLZ-2019/EFS.git
cd EFS
conda create --name efs --file env.txt

2. Download pretrained models and unzip, so that addnet_best.pth and mergenet_best.pth are in pretrained/.

3. Download example data and unzip, so that there are example_data/real/blurry/*.png & example_data/real/events/*.npy.

4. Run the test code:

conda activate efs
python make_all_in_focus.py

Note: The camera used in the project is a Prophesee EVK4-HD, with an IMX636 sensor and sensor generation 4.2. The "Prophesee GEN4.0" in the paper is a typo.