Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices
Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices
Xindong Zhang, Hui Zeng, Lei Zhang
ACM Multimedia 2021
Codes
An older version implemented based on EDSR is place on /legacy folder. For more details, please refer to /legacy/README.md. The following is the lighten version implemented by us.
Dependencies & Installation
Please refer to the following simple steps for installation.
git clone https://github.com/xindongzhang/ECBSR.git
cd ECBSR
pip install -r requirements.txt
Training and benchmarking data can be downloaded from DIV2K and benchmark, respectively. Thanks for excellent work by EDSR.
Training & Testing
You could also try less/larger batch-size, if there are limited/enough hardware resources in your GPU-server. ECBSR is trained and tested with colors=1, e.g Y channel out of Ycbcr.
cd ECBSR
## ecbsr-m4c8-x2-prelu(you can revise the parameters of the