Clustering Fruits 360 dataset with deep feature extraction. For feature extraction we use the code from this link
The image below shows the architecture of the fruits clustering app
Below is the screenshot of the app's main landing page.
The user can upload a fruit image and a preview is shown
When the user clicks "Get Prediction" button, the app finds the closest cluster for the image and then shows 5 images that are closest to that cluster's center.
To deploy the app on google cloud:
- Initialize app engine.
- Create a new app.
- Launch the cloud shell and run
git clone https://bitbucket.org/vrbharti1990/ora/src/master/
gcloud app deploy