STMicroelectronics / stm32ai-perfLinks
MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices
☆14Updated last year
Alternatives and similar repositories for stm32ai-perf
Users that are interested in stm32ai-perf are comparing it to the libraries listed below
Sorting:
- ☆239Updated 2 years ago
- CMSIS-NN Library☆321Updated 2 weeks ago
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆88Updated 5 years ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆81Updated 3 years ago
- Model Training for ADI's MAX78000 and MAX78002 Edge AI Devices☆110Updated last month
- ☆30Updated 5 years ago
- Arm Machine Learning tutorials and examples☆476Updated last week
- TensorFlow Lite C/C++ library for microcontrollers.☆36Updated 5 years ago
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆430Updated 2 months ago
- Framework for automatically porting PyTorch neural networks to CMSIS-NN.☆29Updated 4 years ago
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆47Updated 5 years ago
- STM32 Application for Deep Learning Framework with TVM☆18Updated 3 years ago
- Acoustic features (MFSCs and MFCCs) for edge AI☆44Updated 2 years ago
- Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices☆62Updated 3 months ago
- This repo is the entry point to all other STM32 MCU/MPU AI-related GitHub repos.☆39Updated 2 weeks ago
- TFLite model analyzer & memory optimizer☆132Updated last year
- This repo contains the code developed for my master thesis☆12Updated 3 years ago
- Collection of STM32 projects making use of Tensorflow Lite Micro☆33Updated 4 years ago
- HiFi 5 NN Library☆44Updated 3 weeks ago
- Cadence HiFi4 Neural Network (NN) Library☆51Updated 3 weeks ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆609Updated last year
- A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded pl…☆60Updated 2 months ago
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Updated 5 years ago
- START HERE: Documentation for ADI's MAX78000 and MAX78002 Edge AI devices☆120Updated 6 months ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆87Updated 3 weeks ago
- Efficient neural network deployment for uC using pytorch model☆32Updated 5 years ago
- MNIST inference on STM32F746 using TensorFlow Lite for Microcontrollers☆25Updated 5 years ago
- Nuclei Microcontroller Software Interface Standard Development Repo☆76Updated 2 months ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆81Updated 4 years ago
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆34Updated last week