RGuven / docker-ngrok-gradio-detectron2

For a MaskRCnn model trained with detectron2 running on localhost, it is to present the interface environment built with Gradio on docker, where the client can reach and make inferences on the predictions of the trained model.

Branch Structures

1. main branch -> docker_compose - ngrok - gradio - detectron2

2. docker-gradio-detectron2 branch -> dockerfile - gradio - detectron2 

First Build Docker Compose

docker-compose build

Run Docker Compose

docker-compose up

Localhost View

Result View

Sign up to Ngrok (https://ngrok.com/) to get time limitless endpoint take the NGROK_AUTH key and paste it in docker-compose.yaml