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GitHub - huseinzol05/Gather-Tensorflow-Serving: Gather how to deploy tensorflow...
source link: https://github.com/huseinzol05/Gather-Tensorflow-Serving
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README.md
Gather-Tensorflow-Serving
Gather how to deploy tensorflow models as much I can
Covered
- 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
- Text classification using Hadoop streaming MapReduce
- Text classification using Kafka
- Text classification on Distributed TF using Flask + Gunicorn + Eventlet
- Text classification using Tornado + Gunicorn
- Celery with Hadoop for Massive text classification using Flask
- Luigi scheduler with Hadoop for Massive text classification
Technology used
Printscreen
All folders contain printscreens or logs.
Notes
- 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!
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