Sky Region AI Inference Server on Flask

SkyRegion is an Image Segmentation Model, created by fine-tuning Mask R-CNN, which generates a mask for a given image. This repo is the Inference Server that can be used by Web Apps or Mobile Apps.

• Example Input:

  

• Output and Composite Image:

     
  
  

  Composite generated by applying a blur effect using the mask. This makes it easier for the user to understand what's happening.

• Server IP: <your-computer-ip>:8001

• Installation

  • Install required packages
    pip3 install -r requirements.txt

  • Download models
    python3 download_models.py

  • Run Server
    python3 app.py

• Installation (Docker) (Recommended)

  • To Build:
    docker build -t sky-region -f docker/Dockerfile .

  • To Run:
    docker run -d --rm -p 8001:8000 --name sky-region sky-region