Pizza vs Ice-cream Classifier
A Deep Learning Vision Classifier built on Tensorflow to classify the provided image between ice cream 🍨 and pizza 🍕. This is a simple exercise to start with machine learning. You can check the app at: https://pizza-vs-icecream.streamlitapp.com/ In this project, we will be looking at the dataset journey(from gathering to preparation), and then will jump into the python code for creating the model, the FlaskAPI backend, and Streamlit python code. Dataset The dataset used is hosted on Kaggle, and the data was captured from Freepik using python script. Once the data was captured, Roboflow was used to organize and annotate. Roboflow can be used for more advanced features like augmentation, pre-processing, getting more examples, and exporting the data in different formats. ...