Skip to content
No description, website, or topics provided.
HTML Python
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
README.md
cat.png
catdog.png
dog.png
initial.png
predict.html
predict_app_new.py

README.md

Deploying-a-model-to-production-using-Flask

The Deep Learning models can be deployed to production by converting them into REST API's and hosting them as local host using Flask !

Once the model is trained and weights of it are saved, we can convert them as a REST API to serve the predictions when hosted in the localhost.

VGG16 is model is used for training the cats and dogs images and the predictions are served as the web application.

Our model after deploying it as a web application

alt text

Predictions for Cat

alt text

Predictions for Dog

alt text

Predictions for both Cat and Dog

alt text

You can’t perform that action at this time.