kitcatkai/ilytics-backend repository overview

⁠Backend

This repo contains the backend(gunicorn, flask, and darknet model) for ilytics.sg

⁠Deploying new weights and cfg instruction

• Change the S3 directory at run.sh file for both .cfg and .weights

• Follow the Run Instruction below

⁠Run Instruction

Note: Do not terminate the existing EC2 instance just ssh into the running EC2 instance

• Stop the existing Gunicorn process, running the old inference model

• rm -rf ilytics

• git clone https://github.com/dsaidgovsg/ilytics.git

• cd ilytics

• docker build -t ilytics-backend .

• docker container run --rm --runtime=nvidia --publish 8080:8888 ilytics-backend