Welcome to the information hub for the NXP 8M+ Edge AI Kit, an exciting AI on the edge device. This repository serves as a central hub for all resources related to the Edge AI Kit.
The Avnet i.MX 8M Plus Edge AI Kit consists of a SMARC System-on-Module(SOM) and an Industrial Carrier board bundled together with a dual camera adapter to provide a complete embedded computing system for prototyping new industrial systems and evaluating the capabilities of the NXP i.MX 8M device family.
More information & Specs
- NPU Neural Network Accelerator (2.25 TOPS)
- Quad Core Arm Cortex-A53 ARM Applications Processor
- Image Sensor Processor 12MP@30fps
- 2GB (up to 4GB options available) LPDDR4 Memory (inline ECC)
- 16GB (up to 256GB option available) eMMC 5.1 Flash Storage
- 64Mb QSPI Flash (option available)
- Delkin 16GB MicroSD Card + Adapter
Software enablement includes Yocto BSP (Hardknott) and prebuilt image.
Included accessories:
- 10.1 inch touch display and cables
- Standard heat sink thermal management solution
- 12V power supply
- Avnet/ap1302-driver: Driver files needed for AP1302 driver module
- Avnet/ap1302-firmware: Source files needed to generate AP1302 firmware
| Topic | Description | Difficulty |
|---|---|---|
| - Getting Started with the Edge AI Kit | This kit's combination of powerful machine learning accelerator and stereo vision cameras makes novel applications possible | Intermediate |
| - Stereo Vision Depth Perception on the Edge AI Kit | Build and run a Qt application that recognizes a face and detects how far it is from the camera using stereo depth perception | Advanced |