ST 端侧人工智能之视觉检测课程

2022 年 7 月 14 日

深圳市南山区科技南十二路 10 号粤海街道中电照明中心北座 2C-2D 4-5 号教室

打开项目

以管理员权限升级 STM32CubeMX 到 6.6.1。

打开 st_ai_training\DRIVER_FOR_AI_TRAINING\AI_project.ioc

Select Components

X-CUBE-AI: 6.0.0

Generate Code

Add Network

TFLITE:

C:\Users\1519\Documents\st_ai_training\en.FP-AI-VISION1_V3.1.0\FP-AI-VISION1_V3.1.0\Utilities\AI_resources\PersonDetection\Google_Model

TFLite

STM32Cute.AI runtime

Analysis

Show graph

Generate Code

编辑代码

双击 ".cproject"

cp C:\Users\1519\Documents\st_ai_training\en.FP-AI-VISION1_V3.1.0\FP-AI-VISION1_V3.1.0\Middlewares\ST\STM32_ImageProcessing_Library

Property

remove Other flags

Include

Souce Code

Rename the stm32ipl_conf_template.h file to stm32ipl_conf.h and comment out all unnecessary functions in the file

/* General settings. *///#define STM32IPL_JPEG_QUALITY				90	/* The quality used to encode JPEG images. *///#define STM32IPL_JPEG_SUBSAMPLING			STM32IPL_JPEG_422_SUBSAMPLING	/* The chroma subsampling used to encode JPEG images. *//////* Library modules enablers. *///#define STM32IPL_ENABLE_IMAGE_IO				/* Enable image IO functions; comment to disable. *///#define STM32IPL_ENABLE_JPEG					/* Enable JPEG codec (active only if STM32IPL_ENABLE_IMAGE_IO is defined); comment to disable. *///#define STM32IPL_ENABLE_OBJECT_DETECTION		/* Enable object detection; comment to disable. *///#define STM32IPL_ENABLE_FRONTAL_FACE_CASCADE	/* Use frontal face cascade; comment to do not use. *///#define STM32IPL_ENABLE_EYE_CASCADE				/* Use eye cascade; comment to do not use. */

Sambols

__FPU_PRESENT = 1

Use Float

Code

X-CUBE-AI/app/ai_inference.c

Core/src/main.c

Run

左上角，Build