eliberis / tflite-tools
TFLite model analyzer & memory optimizer
☆120Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for tflite-tools
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆77Updated 2 years ago
- ☆201Updated last year
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆76Updated 3 years ago
- MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆356Updated last week
- Parse TFLite models (*.tflite) EASILY with Python. Check the API at https://zhenhuaw.me/tflite/docs/☆96Updated last year
- Inference of quantization aware trained networks using TensorRT☆78Updated last year
- Python library to work with the Visual Wake Words Dataset.☆32Updated 4 years ago
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆86Updated 4 years ago
- Scailable ONNX python tools☆96Updated 2 weeks ago
- Roughly calculate FLOPs of a tflite model☆37Updated 3 years ago
- FInd arena size for TensorFlow Lite models☆27Updated last year
- Convert TensorFlow Lite models (*.tflite) to ONNX.☆149Updated 11 months ago
- Count number of parameters / MACs / FLOPS for ONNX models.☆88Updated 2 weeks ago
- ☆29Updated 3 years ago
- Reference implementations of popular Binarized Neural Networks☆104Updated last week
- QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX☆125Updated last week
- Fork of Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.githu…☆14Updated 3 months ago
- Lightweight C implementation of CNNs for Embedded Systems☆53Updated last year
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆39Updated 4 years ago
- Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…☆324Updated this week
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆49Updated 6 months ago
- Highly optimized inference engine for Binarized Neural Networks☆243Updated last week
- ☆67Updated last year
- PyTorch Static Quantization Example☆39Updated 3 years ago
- Open Neural Network Exchange to C compiler.☆220Updated last week
- Acuity Model Zoo☆134Updated 2 years ago
- A code generator from ONNX to PyTorch code☆132Updated last year
- Implementation of convolution layer in different flavors☆67Updated 7 years ago
- Convert tflite to JSON and make it editable in the IDE. It also converts the edited JSON back to tflite binary.☆27Updated last year