See Accurate Results Faster With Rapid Testing
Validating model accuracy in real-time on the intended edge IoT device is vital to building confidence your product performs as expected. The time gap between model simulation and working IoT device can take weeks or months with traditional design methods. With SensiML’s AutoML workflow culminating with on-device testing using TestApp, developers can get to a working prototype in mere days or weeks.
Simple configuration options available in Analytics Studio can provide the necessary wrapper code for turnkey firmware executable on most platforms providing real-time model result streaming over a variety of output interfaces including Bluetooth LE, Wi-Fi, USB, UART, LoRAWAN, NB-IoT, and TCP/IP*. Models built in SensiML Analytics Studio can be flashed and tested on-device directly with no additional coding required to test sensor model classifier performance.
* Some communications interfaces require use of SensiML Open Gateway in addition to TestApp