stm32f746-tflite-micro-mnist STM32F746是一款高性能的微控制器,而TensorFlow Lite则是一种轻量级的深度学习框架,专门用于在嵌入式设备上运行。在STM32F746上使用TensorFlow Lite进行MNIST图像识别任务,首先需要将MNIST数据集转换为适合微控制器处理的格式,然后通过TensorFlow Lite的模型优化和压缩技术,将模型部署到STM...
STM32F429-TFLite-Micro-MNIST项目是利用STM32F429系列微控制器与TensorFlow Lite的轻量模型相结合,实现基于Mnist手写数字数据库的识别。它将STM32F429的计算能力与TensorFlow的神经网络模型相结合,首先,训练一个轻量级模型(如MobileNet或量子化模型)以识别MNIST数据集中的一位到十位数字。然后,该模型被导入到微控制...
esp32 esp esp-idf tflite-micro esp32-s3 esp-nn Updated Sep 23, 2024 C++ yth98 / tflm-cmsisnn-mbed-image-recognition Star 0 Code Issues Pull requests Image Recognition on STM32 Microcontrollers (Advanced Integrated Circuit Design, Fall 2022, NTU GIEE) mbed-os cifar-10 mobilenetv3-smal...
语音识别与之前的图像识别大同小异,基本步骤代码可以参考这篇:基于Zephyr在微型MCU上使用Tensor Flow Lite Micro做图像分类_17岁boy的博客-CSDN博客 关于模型文件你可以在这里找到:Micro-ML/model/speech at main · beiszhihao/Micro-ML · GitHub 将.oneAPI改成.TfLite,添加到Cmake里生成inc文件,最后包含就可以...
STM32 TensorFlow Lite Micro Demos Collection of STM32 projects making use of Tensorflow Lite Micro. Examples inspired by theTinyML Book. Toolchain: CMake-based.See our template:https://github.com/alxhoff/STM3240G-EVAL-TensorFlow-Hello-World ...
...NXP RT1062 \ \ \ \ 以上三者都是使用的TFLite-micro方案 2.行人目标检测推理数据: 芯片平台 单帧推理时间 连续十帧检测时间 RAM总占用 Flash总占用 STM32H750...行人检测在RT1062开发板上的检测结果相比上位机有一定程度上的精度损失,对于同一张输入图片,在上位机获得了比较不错的检测结果,但在开发板...
In this regard, this paper investigates, the performances of the STM32Cube.AI and the TensorFlow Lite for microcontroller (TFLite Micro), in quantizing ... Y Mazzi,HB Sassi,A Gaga,... - 《International Journal of Energy Research》 被引量: 0发表: 2022年 TensorFlow Lite:端侧机器学习框架 ...
LDO power supply (3.3/2.8/1.8/1.2V) 3-axis accelerometer (STM LSM9DS1) 1x reset button 2x microphones (L/R) 2x user LEDs MicroUSB connector Expansion header consists of 1x I2C port and 3x GPIOs Conclusion The low power consumption technology of the development boardreduces...
Remove STM32F4 and test CMSIS_NN kernels with bluepill. (tensorflow#1861) advaitjaincommittedMar 30, 2023 ffd7d16 Increase the flash and RAM for bluepill. (tensorflow#1859) advaitjaincommittedMar 30, 2023 e0abfca Commits on Mar 28, 2023 Delete install_bazel.sh now that the workflows...
Project collection for Raspberry Pi Pico with TensorFlow Micro. raspberry-pi-pico tflite-micro Updated Jan 7, 2024 C fjpolo / STM32F407TinyML Star 23 Code Issues Pull requests TinyML for STM32F407 using different frameworks in C and C++ with Keil uVision IDE. c cpp tensorflow stm32...