Object Detection Web Demo
Image object detection demo(YOLO,SSD, Faster rcnn, etc.) running as a Flask web server.
Notice This repo is not a turnkey project for object detection web system but an easy template for those who are not familiar with Web development just like me. You need to understand and modify the code little or much to use.
Requirements
The demo server requires Python with some dependencies.
To make sure you have the dependencies, please run pip install -r examples/web_demo/requirements.txt.
Run
Running python app.py will bring up the demo server, accessible at http://0.0.0.0:5000.
You can enable debug mode of the web server, or switch to a different port:
% python app.py -h
Usage: app.py [options]
Options:
-h, --help show this help message and exit
-d, --debug enable debug mode
-p PORT, --port=PORT which port to serve content on
More
The Javascript code static/js/template.js includes several part:
- use of
Dropzone.js(Drag and drop file plugin) to upload image and get result with AJAX. - parse JSON result and draw rectangles on image in browser canvas.