/super-resolution-service

an image upscaling service built with ESRGAN, ONNX, Helidon

Primary LanguageJavaGNU Affero General Public License v3.0AGPL-3.0

super-resolution-service

  • Perform 4x upscaling using ESRGAN
    • ONNX runtime to perform inferencing
    • ESRGAN .onnx converted from the original PyTorch model
  • Compile and test locally with ./gradlew build
  • Build and deploy container to CUDA enabled Docker host with: 
    docker build -t super-resolution-service .
docker run -p 8080:8080 --name super-resolution-service --gpus all super-resolution-service

TODO

  • add more models