This repository contains beginner/intermediate level image classification project files. The (cat/dog)classifier is implemented as a web app that was also deployed on Pivotal Web Services.
This repository contains beginner/intermediate level image classification project files. The classifier is implemented in a webapp that can also be deployed on Pivotal Web Services using cloudfoundry cli.
The classifier model was trained using 25000 images of cats and dogs available on kaggle : https://www.kaggle.com/c/dogs-vs-cats
I have used various image classification algorithms starting with the most basic cnn ones(with/without augmentations) to see how the performance improves.
Note : This project was done in PyCharm and during my Deep Learning and Computer Vision Course at iNeuron.