SiliconLabs / mltkLinks
A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded platforms
☆61Updated 3 months ago
Alternatives and similar repositories for mltk
Users that are interested in mltk are comparing it to the libraries listed below
Sorting:
- Model Training for ADI's MAX78000 and MAX78002 Edge AI Devices☆113Updated 3 months ago
- ☆245Updated 2 years ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆83Updated 3 years ago
- Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks☆105Updated last year
- ☆172Updated last year
- Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices☆62Updated 4 months ago
- Signal processing blocks☆39Updated last week
- CMSIS-NN Library☆334Updated last week
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆88Updated 5 years ago
- Framework for automatically porting PyTorch neural networks to CMSIS-NN.☆29Updated 4 years ago
- TFLite model analyzer & memory optimizer☆135Updated last year
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆435Updated last week
- Latest PyTorch binaries for Raspberry Pi Zero, Zero W, 1, 2, 3 and 4. This repository also includes torchaudio and torchvision packages☆36Updated 4 years ago
- Deep Compression for PyTorch Model Deployment on Microcontrollers☆19Updated 4 years ago
- Demo for training a convolutional neural network to classify words and deploy the model to a Raspberry Pi using TensorFlow Lite.☆104Updated 5 years ago
- Jupyter Notebook to accompany "Fixed-point DSP for Data Scientists" blog post 🧑💻🧑🔬☆15Updated 2 years ago
- Portable C++ library for signal processing and machine learning inferencing☆95Updated last week
- Generate C code for microcontrollers from Python's sklearn classifiers☆203Updated last year
- A toolkit for tinyML research and deployment☆72Updated last year
- Quick-start machine learning projects on microcontrollers with help of TensorFlow Lite and LibOpenCM3☆36Updated 4 years ago
- TensorFlow Lite C/C++ library for microcontrollers.☆37Updated 5 years ago
- MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices☆14Updated last year
- An open-source, easily accessible package for training and deploying Speech-to-Intent models on microcontrollers and SBCs☆47Updated last year
- ☆260Updated last year
- MNIST inference on STM32F746 using TensorFlow Lite for Microcontrollers☆25Updated 5 years ago
- Pure C ONNX runtime with zero dependancies for embedded devices☆213Updated 2 years ago
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆597Updated 4 months ago
- START HERE: Documentation for ADI's MAX78000 and MAX78002 Edge AI devices☆122Updated 8 months ago
- Acoustic features (MFSCs and MFCCs) for edge AI☆44Updated 2 years ago
- ☆30Updated 5 years ago