hasanunlu / neural_network_deployment_for_uCLinks
Efficient neural network deployment for uC using pytorch model
☆33Updated 5 years ago
Alternatives and similar repositories for neural_network_deployment_for_uC
Users that are interested in neural_network_deployment_for_uC are comparing it to the libraries listed below
Sorting:
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆81Updated 3 years ago
- Lightweight C implementation of CNNs for Embedded Systems☆62Updated 3 years ago
- ☆248Updated 2 years ago
- Pure C ONNX runtime with zero dependancies for embedded devices☆215Updated 2 years ago
- Converting a deep neural network to integer-only inference in native C via uniform quantization and the fixed-point representation.☆25Updated 4 years ago
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆443Updated last month
- TFLite model analyzer & memory optimizer☆135Updated 2 years ago
- ☆29Updated 4 years ago
- Arm Machine Learning tutorials and examples☆481Updated last week
- NEural Minimizer for pytOrch☆47Updated last year
- SDK for Greenwaves Technologies' GAP8 IoT Application Processor☆150Updated last year
- 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 3 years ago
- Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices☆64Updated 6 months ago
- A library to train and deploy quantised Deep Neural Networks☆26Updated last year
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆91Updated 5 years ago
- Deep Compression for PyTorch Model Deployment on Microcontrollers☆19Updated 4 years ago
- N2D2 is an open source CAD framework for Deep Neural Network simulation and full DNN-based applications building.☆158Updated last year
- vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers☆600Updated 6 months ago
- QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX☆175Updated this week
- Model Training for ADI's MAX78000 and MAX78002 Edge AI Devices☆115Updated 3 weeks ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆91Updated 4 months ago
- Syllabus, schedule, resources etc. for TinyML study group☆52Updated 4 years ago
- ☆21Updated 5 years ago
- MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices☆15Updated last year
- ☆30Updated 6 years ago
- A tool to deploy Deep Neural Networks on PULP-based SoC's☆93Updated 6 months ago
- Highly optimized inference engine for Binarized Neural Networks☆252Updated 3 weeks ago
- ☆40Updated last year
- Portable C++ library for signal processing and machine learning inferencing☆98Updated last week
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Updated 6 years ago