This is an MLOps project I built as a POC for powering mobile applications with machine learning. This application uses a fine tuned ResNet50 which classifies images in 4 classes either Masked, Devanshu(which is me) and Ria or Janya(two of my friends).
The system architecture is pretty simple(everything was setup in a weekend 😂)
This is the home screen
Now comes the image selector
Just gotta upload the image
Waiting for the reponse...
Voila! it worked. 😌
And yes! Everything works as expected and the algorithm correctly classifies that it is me in the image (and im not wearing a mask 🫢)