Sonar Data Recognition App
Sonar has been widely used in submarine navigation, communication with or detection of objects on or underthe water surface (like other vessels), hazard identification etc. Neural networks can be used to automate the process of identifying the objects from which the waves bounced off.
keras Sensors sonar signals navigation
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
Glass Quality Assessment App
The quality of a glass refers to its transparency, heat resistance, stability etc. It depends on many features such as thickness, composition, and many others. Here, we use deep neural networks to categorize glass samples based on its features.
tinyML keras Sensors quality glass
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
Language Identification App From Text
Language detection refers to determining the language that the given text is written in. This categorization becomes important when the language of the input data is not assumed. For example, the detect language feature of Google translate detects the language of the input text before translating it.
tinyML keras Sensors language text