PHANzgz / embedded-deep-learning
Research and code examples about embedded deep learning applications in different areas and microcontrollers, like ESP32 or STM32 MCUs.
☆25Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for embedded-deep-learning
- This is the TinyML programs for ESP32 according to BlackWalnut Labs Tutorials. (黑胡桃实验室的TinyML教程中的程序集合)☆151Updated 3 years ago
- Enabling Intelligent edge devices with ultra low-power Arm MCUs and TensorFlow Lite☆25Updated 2 years ago
- Run yolov3 on Kendryte K210 (an AI capable SoC)☆21Updated 4 years ago
- Sound recognition involving a pre-trained neural network on an embedded STM32 board☆28Updated 5 years ago
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆86Updated 4 years ago
- Gesture recognition Deep Learning project for STM32 (based on Keras model)☆23Updated 5 years ago
- git repo to illustrates and supports the STM32 AI wiki articles☆39Updated 2 years ago
- A curated list of awesome K210 hardware, projects and resources.☆47Updated 2 years ago
- ☆52Updated 3 years ago
- Hand written digits recognition on STM32F4☆20Updated 5 years ago
- How to run deep learning model on microcontroller with CMSIS-NN☆27Updated 6 years ago
- Framework for automatically porting PyTorch neural networks to CMSIS-NN.☆28Updated 3 years ago
- Google QuickDraw Nerual Network On STM32F4☆14Updated 5 years ago
- Running TensorFlow Lite model on STM32.☆37Updated 4 years ago
- Face detection with MTCNN, TensorFlow Lite Micro and ESP32-S3☆21Updated last year
- SImple example getting TensorFlow Lite up and running on the ESP32 with Platform.io☆130Updated 3 years ago
- ☆29Updated 4 years ago
- A complete bio-sensor project, including software and hardware solutions.☆13Updated 2 years ago
- A simple trash/waste classifier developed using MaixPy (a MicroPython framework) to run on K210 MCU on Sipeed's Maix dev board☆18Updated 5 years ago
- ☆21Updated 3 years ago
- IMU sensors on Arduino Nano 33 BLE Sense can be used in gesture recognition. Using machine learning, a model is trained using the data c…☆30Updated 4 years ago
- Generate C code for microcontrollers from Tensorflow models☆56Updated last year
- NRF52 BLE ECG PPG example☆13Updated 2 years ago
- ☆36Updated last week
- ☆15Updated 4 months ago
- Starter version yolo net achieve face detection in kendryte K210~☆47Updated 5 years ago
- This is a simple project for k210 with drivers of different camera type,support save image to sd-card by jpeg or bmp.☆19Updated 4 years ago
- Maix Toolbox: Collections of model scripts☆82Updated 4 years ago
- Firmware for the ESP32-CAM turning it into a TensorFlow-Lite based classification sensor☆13Updated 2 years ago
- k210(MaixPy)/V831 model example train code, include mobilenet classifier and YOLO V2 detector☆83Updated 3 years ago