zhenhuaw-me / tflite
Parse TFLite models (*.tflite) EASILY with Python. Check the API at https://zhenhuaw.me/tflite/docs/
☆98Updated 3 months ago
Alternatives and similar repositories for tflite:
Users that are interested in tflite are comparing it to the libraries listed below
- TFLite model analyzer & memory optimizer☆126Updated last year
- Inference of quantization aware trained networks using TensorRT☆80Updated 2 years ago
- Reference implementations of popular Binarized Neural Networks☆107Updated 3 weeks ago
- ☆69Updated 2 years ago
- Python library to work with the Visual Wake Words Dataset.☆35Updated 4 years ago
- Count number of parameters / MACs / FLOPS for ONNX models.☆92Updated 6 months ago
- A code generator from ONNX to PyTorch code☆136Updated 2 years ago
- Roughly calculate FLOPs of a tflite model☆38Updated 3 years ago
- Highly optimized inference engine for Binarized Neural Networks☆250Updated 3 weeks ago
- Convert TensorFlow Lite models (*.tflite) to ONNX.☆158Updated last year
- Generates intermediate tensor outputs for tflite☆15Updated 6 years ago
- Quantized Neural Networks - networks trained for inference at arbitrary low precision.☆146Updated 7 years ago
- generate tflite micro code which bypasses the interpreter (directly calls into kernels)☆80Updated 2 years ago
- TVM learning and research☆13Updated 4 years ago
- Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow☆167Updated 5 years ago
- Benchmark of TVM quantized model on CUDA☆111Updated 4 years ago
- This repository contains the results and code for the MLPerf™ Inference v0.5 benchmark.☆55Updated last year
- ☆29Updated 4 years ago
- Simple Training and Deployment of Fast End-to-End Binary Networks☆157Updated 3 years ago
- Repository containing pruned models and related information☆37Updated 4 years ago
- Scailable ONNX python tools☆97Updated 6 months ago
- Benchmark scripts for TVM☆74Updated 3 years ago
- QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX☆147Updated this week
- PyTorch -> ONNX -> TVM for autotuning☆24Updated 5 years ago
- Lightweight C implementation of CNNs for Embedded Systems☆60Updated 2 years ago
- benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.☆204Updated 4 years ago
- tophub autotvm log collections☆69Updated 2 years ago
- Quantization of Convolutional Neural networks.☆244Updated 9 months ago
- ONNX Command-Line Toolbox☆35Updated 7 months ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆96Updated 3 years ago