Elephant Detection App
With deep learning we can detect elephants in forests, and track them for keeping them, and nearby village safe.
vision keras CNN Sensors environment
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
Disaster Tweet Prediction App
Our Objective is to predict if a Tweet is describing about a disaster or not.
keras LSTM environment disaster
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
Fuel Consumption Prediction App
Taking into account multiple factors such as distance, speed, temperatures inside and outside, AC, and other weather conditions to predict the consumption of different types of fuels during drives.
tinyML keras environment energy power
Abalone Age Prediction App
Abalone is a common name for sea snails. Determining their age is a detailed process. Their shell is cut through the cone, stained and the rings are counted using a microscope. Here, we use measurements such as length, height, weight and other features to predict their age.
tinyML keras Sensors environment sea
Next Day Rain Prediction App
Predicting weather requires keen observation skills and knowledge of weather patterns. With trained deep learing models, we can identify the patterns in data to make predictions for the coming days.
tinyML keras Sensors environment weather
Weather Classification App
Image tagging helps in selecting images based on content, especially useful in search engines and other similar applications.
vision keras Sensors farming environment