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Dog Breed Website

This is the webite for the final project CSCI-470, Intro to Machine Learning.

Starter Code from Saad

Colaborators:

  • Alex Michael, Grace Carter, Matt Bussing

Helpful Commands

Both:

sudo docker build --build-arg PORT=5000 -t cute-puppers:latest . && sudo docker run -p 5000:5000 cute-puppers

Build:

sudo docker build --build-arg PORT=5000 -t cute-puppers:latest .

Run:

sudo docker run -p 5000:5000 cute-puppers

or

gunicorn --bind 0.0.0.0:5000 wsgi

Save conda env (don't forget to remove the prefix):

conda env export > bin/environment.yml

Test:

conda run -n dog-breed gunicorn --bind 0.0.0.0:5000 wsgi

Logs:

sudo heroku logs --tail

Conda:

conda env update environment.yml

Future Things Todo:

  • remove opencv and use more lightweight library

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Dog Breed Classifier From Image

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  • HTML 57.9%
  • Python 37.7%
  • Dockerfile 4.4%