Clothing Items Classifcation App
This notebook employs the use of neural network to classify different types of clothing items present in the Fashion MNIST Dataset. Tensorflow and Keras has been used to create the neural network for classifying the clothing images to their appropriate classes.
vision mnist keras CNN Sensors
Rainfall Prediction App
With deep learning, this notebook can predict rainfall just by getting different environmental parameters. This can be used in devices which are offline and has to decide whether to perform an action based on whether it is going to rain or not.
tinyML keras Sensors farming agriculture
Fuel Efficiency Prediction App
This notebook uses the classic Auto MPG Dataset and builds a model to predict the fuel efficiency of late-1970s and early 1980s automobiles. To do this, we'll provide the model with a description of many automobiles from that time period. This description includes attributes like: cylinders, displacement, horsepower, and weight.
keras Sensors environment energy power
Predicting Churn For Bank Customers App
Predicting Churn for Bank Customers using general data
keras banking churn prediction bank
Forest Fire Detection App
Wildfires are an important phenomenon on a global scale, as they are responsible for large amounts of economic and environmental damage. These effects are being exacerbated by the influence of climate change. It is important to detect fire and warn the people in charge. So we will create a Fire Detection App with deep learning.
vision tinyML keras CNN Sensors