https://github.com/pankajarm/fastai2-vision-app
Starter Pack for creating fast responsive Web App for FastAI Version 2 Vision models
https://github.com/pankajarm/fastai2-vision-app
computer-vision deep-learning fastai fastai2 machine-learning
Last synced: about 1 year ago
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Starter Pack for creating fast responsive Web App for FastAI Version 2 Vision models
- Host: GitHub
- URL: https://github.com/pankajarm/fastai2-vision-app
- Owner: pankajarm
- License: mit
- Created: 2020-08-20T23:15:35.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2024-08-10T01:09:03.000Z (almost 2 years ago)
- Last Synced: 2024-08-10T02:25:21.390Z (almost 2 years ago)
- Topics: computer-vision, deep-learning, fastai, fastai2, machine-learning
- Language: CSS
- Homepage:
- Size: 78.9 MB
- Stars: 10
- Watchers: 3
- Forks: 5
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# fastai2-vision-app
Deployment ready starter pack template for creating fast responsive Web App for fastai2 Vision models using Starlette.io framework with Uvicorn ASGI server.
Everything packaged in docker with requirement.txt, so you can push it to any docker hosted cloud service. Enjoy :)
Also, You can test your changes locally by installing Docker and using the following command:
docker build -t fastai2-vision-app . && docker run --rm -it -p 8080:8080 fastai2-vision-app
Few dockers hosted services where this starter pack will work =>
* https://render.com
* https://zeit.co/now
* https://azure.microsoft.com/en-us/services/app-service/containers/
* https://getcarina.com/
* https://sloppy.io/en/
* https://giantswarm.io
* https://aws.amazon.com/ecs/
* https://cloud.google.com/cloud-build/docs/
* https://www.digitalocean.com/products/one-click-apps/docker/