NewsEpilet is a tinyML-powered bracelet for detecting epileptic seizures

Epilet is a tinyML-powered bracelet for detecting epileptic seizures

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Epilepsy may be quite a terrifying and dangerous illness, as sufferers often experience seizures which could lead to a deficiency of motor control and maybe even consciousness, and that’s why one group of programmers desired to do anything about this. They developed a simple yet smart method to detect when someone is using a convulsive seizure then send an alarm to your trusted individual. The aptly called Epilet (Epilepsy + bracelet) program utilizes a Nano 33 BLE Sense together with its onboard accelerometer to constantly read data and infer whether the detector is picking up odd activity.

The Epilet has been configured to successfully leverage machine studying for intrusion detection, trained with information recorded from the own accelerometer within Edge Impulse’s Studio. The group gathered 30 samples all both ordinary, everyday tasks and seizures. By this time, they coached a model which can properly categorize a seizure 97.8percent of their time.

Besides this physical device is a accompanying mobile program that manages the communication. If it receives seizure action that lasts for 10 or more seconds in the Nano 33 BLE Sense, then the program sends an SMS message to your touch of the consumer’s choice. The Epilet includes a lot of potential to aid individuals suffering from epilepsy, and it’ll be fascinating to find out what additional features get added into it later on.

Michal Pukala
Electronics and Telecommunications engineer with Electro-energetics Master degree graduation. Lightning designer experienced engineer. Currently working in IT industry.