cpetig / tflite_micro_compilerLinks
generate tflite micro code which bypasses the interpreter (directly calls into kernels)
☆81Updated 3 years ago
Alternatives and similar repositories for tflite_micro_compiler
Users that are interested in tflite_micro_compiler are comparing it to the libraries listed below
Sorting:
- ☆238Updated 2 years ago
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆423Updated this week
- TFLite model analyzer & memory optimizer☆129Updated last year
- Arm Machine Learning tutorials and examples☆470Updated last month
- CMSIS-NN Library☆303Updated 2 weeks ago
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆87Updated 5 years ago
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆597Updated last month
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Updated 5 years ago
- MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices☆13Updated last year
- Acoustic features (MFSCs and MFCCs) for edge AI☆44Updated last year
- TensorFlow Lite C/C++ library for microcontrollers.☆32Updated 5 years ago
- Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices☆62Updated last month
- Pure C ONNX runtime with zero dependancies for embedded devices☆210Updated last year
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆81Updated 4 years ago
- ☆31Updated 5 years ago
- A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded pl…☆59Updated this week
- The EEMBC EnergyRunner application framework for the MLPerf Tiny benchmark.☆20Updated 2 years ago
- Quick-start machine learning projects on microcontrollers with help of TensorFlow Lite and LibOpenCM3☆34Updated 4 years ago
- Open Neural Network Exchange to C compiler.☆310Updated last week
- ☆29Updated 4 years ago
- Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends☆35Updated 2 weeks ago
- Efficient neural network deployment for uC using pytorch model☆32Updated 5 years ago
- Bring your AI to the Edge - Starting from building the ML model to the selection of the target platform to the optimization and implement…☆52Updated 2 years ago
- ethos-u-vela is the ML model compiler tool and used to compile a TFLite-Micro model into an optimised version for ethos-u NPU on iMX93 pl…☆29Updated last month
- Syllabus, schedule, resources etc. for TinyML study group☆51Updated 4 years ago
- Command line utility to display various high level information about a TFlite model flatbuffer☆29Updated 5 years ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆85Updated last week
- Model Training for ADI's MAX78000 and MAX78002 Edge AI Devices☆108Updated last month
- Lightweight C implementation of CNNs for Embedded Systems☆62Updated 2 years ago
- A toolkit for tinyML research and deployment☆70Updated 11 months ago