i.MX 8M Mini
NXP
allows other devices such as the i.MX 8M Mini EVK to connect and use their NPU for ML acceleration.
Design DocumentNxp
GoPoint for i.MX Applications Processors User Guide
User guide for GoPoint, a demo launcher for NXP i.MX application processors to showcase machine learning, multimedia, and NPU capabilities on Linux BSP.
Overview
This user guide provides technical instructions for GoPoint, an application preinstalled on NXP Linux BSP images for i.MX application processors. GoPoint serves as a demo launcher with both Graphical (GUI) and Text (TUI) interfaces to evaluate SoC capabilities. The document details machine learning demonstrations utilizing NNStreamer and TensorFlow Lite (TFLite) for tasks including image classification (MobileNetV1), object detection (SSD V2), and pose detection (MoveNet). It also covers the ML Gateway feature, which enables NPU-equipped SoCs like the i.MX 8M Plus and i.MX 93 to serve as inference accelerators for client devices such as the i.MX 8M Mini.
Use Cases
- Machine learning performance evaluation
- Object detection and classification demonstration
- Pose estimation prototyping
- ML Gateway configuration
- NXP i.MX Evaluation Kit setup
Topics
NXP
i.MX 8M Plus
i.MX 93
i.MX 8M Mini
GoPoint
Linux BSP
Machine Learning
NPU
NNStreamer
Object Detection
TensorFlow Lite
EVK
Referenced Parts
i.MX 8M Plus
NXP
This application configures the i.MX 8M Plus or i.MX 93 EVKs as servers.
i.MX 93
NXP
GoPoint application demonstrates the implementation of DMS on the i.MX 8M Plus and i.MX 93 platforms
| i.MX 8M Mini | NXP | allows other devices such as the i.MX 8M Mini EVK to connect and use their NPU for ML acceleration. |
| i.MX 8M Plus | NXP | This application configures the i.MX 8M Plus or i.MX 93 EVKs as servers. |
| i.MX 93 | NXP | GoPoint application demonstrates the implementation of DMS on the i.MX 8M Plus and i.MX 93 platforms |