phipleg / tensorflow-object-detector

Rudimentary flask web service that wraps the Tensorflow Object Detection API.

Tensorflow object detector web service

Rudimentary flask web service that wraps the Tensorflow Object Detection API.

Instructions

Build the docker image:

docker-compose build

Start the service:

docker-compose up -d

This starts the web service at localhost:5000 and some jupyter service at localhost:8888 (to get the exact location enter docker-compose logs app and search the logs for the jupyter url).

Apply object detection on a random cat: http://localhost:5000/detect_objects

You can also apply object detection to your own given image:

http://localhost:5000/detect_objects?url=$YOUR_URL