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
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
Ph Recognition App
Litmus paper is used to test acidity or basic nature of a given solution. Once dipped, it changes color. Red stands for acidic nature and blue stands for basic nature. Here we train a model to recognize the pH value based on RGB values of the color of the litmus paper.
tinyML keras Sensors chemistry litmus
Gesture Recognition App Using Muscle Activity
Electromyography is a technique for recording and evaluating electrical acitvity produced in the skeletal muscles. The readings from the muscle activity sensor is then fed to a model that can be trained on gestures, and can be used in various applications like prosthetic arms, game control etc.
tinyML keras Sensors health Electromyography
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
Rice Leaf Disease Classification App
Classfying plant diseases can sometimes be a challenging task for the human eye. There is little margin for error allowed when it comes to farming as our very livelihoods depend on it. We use a deep learning approach to try and minimise this error.
vision tinyML CNN Sensors farming