STMicroelectronics / stm32ai-perf
MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices
☆12Updated 9 months ago
Alternatives and similar repositories for stm32ai-perf:
Users that are interested in stm32ai-perf are comparing it to the libraries listed below
- ☆213Updated last year
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆79Updated 2 years ago
- CMSIS-NN Library☆231Updated last month
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆86Updated 4 years ago
- TensorFlow Lite C/C++ library for microcontrollers.☆30Updated 4 years ago
- ☆30Updated 4 years ago
- Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices☆58Updated last month
- This repo is the entry point to all other STM32 MCU/MPU AI-related GitHub repos.☆22Updated 3 weeks ago
- START HERE: Documentation for ADI's MAX78000 and MAX78002 Edge AI devices☆101Updated 8 months ago
- Framework for automatically porting PyTorch neural networks to CMSIS-NN.☆28Updated 4 years ago
- Collection of STM32 projects making use of Tensorflow Lite Micro☆27Updated 4 years ago
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆39Updated 4 years ago
- Running TensorFlow Lite model on STM32.☆38Updated 4 years ago
- FInd arena size for TensorFlow Lite models☆27Updated last year
- Model Training for ADI's MAX78000 and MAX78002 Edge AI Devices☆94Updated this week
- MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆368Updated 3 weeks ago
- Efficient Decision tree Ensembles libary for IoT edge nodes☆13Updated 3 months ago
- MNIST inference on STM32F746 using TensorFlow Lite for Microcontrollers☆23Updated 4 years ago
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Updated 5 years ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆78Updated 3 years ago
- Acoustic features (MFSCs and MFCCs) for edge AI☆41Updated last year
- Cadence HiFi4 Neural Network (NN) Library☆46Updated 4 months ago
- AI Model Zoo for STM32 devices☆341Updated last month
- git repo to illustrates and supports the STM32 AI wiki articles☆41Updated 2 years ago
- The EEMBC EnergyRunner application framework for the MLPerf Tiny benchmark.☆15Updated last year
- Arm Machine Learning tutorials and examples☆443Updated last month
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆33Updated this week
- [ICCAD'22 TinyML Contest] Efficient Heart Stroke Detection on Low-cost Microcontrollers☆15Updated 2 years ago
- ☆10Updated 3 years ago
- Nuclei Microcontroller Software Interface Standard Development Repo☆63Updated 2 months ago