Epileptic Seizure Recognition App
A sudden rush of electric activity in the brain is called a seizure. Epilepsy is a chronic neurological disorder causing involuntory, recurrent seizures. Deep learning can be used to detect and monitor seizures in patients and IoT provides an ease of integration with the existing health system and patient wearability.
tinyML keras Sensors EEG signal
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
Energy Consumption Prediction App
With the help of Deep Learning we can predict the energy consumption and deliver only that much energy which is needed and hence contriute towards energy conservation.
keras Sensors environment energy power
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
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