Gather how to deploy tensorflow models as much I can
- Object Detection using Flask SocketIO for WebRTC
- Object Detection using Flask SocketIO for opencv
- Speech streaming using Flask SocketIO
- Classification using Flask + Gunicorn
- Classification using TF Serving
- Inception Classification using Flask SocketIO
- Object Detection using Flask + opencv
- Face-detection using Flask SocketIO for opencv
- Face-detection for opencv
- Inception with Flask using Docker
- Multiple Inception with Flask using EC2 Docker Swarm + Nginx load balancer
Flask implements a bare-minimum CGI with powerful routing application.
All folders contain printscreen.
- Deploy them on a server, change
local
in code snippets to your own IP. - WebRTC chrome only can tested on HTTPS server.
- When come to real deployment, always prepare for up-scaling architectures. Learn about DevOps.
- Please aware with your cloud cost!