STMicroelectronics AEKD-AICAR1 Automotive AI Kit

STMicroelectronics AEKD-AICAR1 Automotive AI Kit is based on a long-short term memory (LSTM) recurrent neural network (RNN). The kit provides a car state classification: car parked, car driving on normal road conditions, car driving on a bumpy road, car skidding or swerving. The innovative idea in the AEKD-AICAR1 is to define an ECU detection node with embedded artificial intelligence processing.

Features

The AEKD-AICAR1 is a hardware kit that consists of the following boards
- AEK-MCU-C4MLIT1–SPC58EC Chorus 4 Mbytes MCU board
- AEK-LCD-DT028V1–SPI-based TFT LCD
- AEK-CON-SENSOR1–MEMS sensor connector for SPC5 MCU
- STEVAL-MKI206V1–Adapter board with AIS2DW12 digital motion sensor
Pretrained neural network code flashed in the MCU

Classification of four vehicle states: parking, normal road, bumpy, and skidding
Real-time data collection and processing of MEMS sensor data
LCD for vehicle state
On MEMS disconnection, the system performs classification based on the internal datalog in the MCU flash memory
28cm x18cm x7cm
Supplied by 12V or by eight AA batteries (not provided in the package)