ModelTransfer.md

Various tools for model transformation

Th is able to convert models between frameworks and models on the framework.

• onnx-tensorflow Tool to convert ONNX to TensorFlow

  • GitHub https://github.com/onnx/onnx-tensorflow
  • PyPI https://pypi.org/project/onnx-tf/

• tensorflow-onnx Tool to convert Tensorflow to ONNX

  • GitHub https://github.com/onnx/tensorflow-onnx
  • PyPI https://pypi.org/project/tf2onnx/

• onnx2keras A tool to convert ONNX to Keras

  • GitHub https://github.com/nerox8664/onnx2keras
  • PyPI https://pypi.org/project/onnx2keras/

• tflite2onnx Tool to convert TensorFlowLite to ONNX

  • HomePage https://jackwish.net/tflite2onnx/
  • GitHub https://github.com/jackwish/tflite2onnx
  • PyPI https://pypi.org/project/tflite2onnx/

• sklearn-onnx A tool to convert sklearn to ONNX

  • GitHub https://github.com/onnx/sklearn-onnx

• onnx-mlir Tool to convert ONNX to MLIR

  • GitHub https://github.com/onnx/onnx-mlir

• keras-onnx A tool to convert Keras to ONNX

  • GitHub https://github.com/onnx/keras-onnx

• onnx-tensorrt Tool to convert ONNX to TensorRT

  • GitHub https://github.com/onnx/onnx-tensorrt

• onnx-coreml Tool to convert ONNX to CoreML

  • GitHub https://github.com/onnx/onnx-coreml

• onnx-simplifier Tool for optimizing the ONNX model structure

  • GitHub https://github.com/daquexian/onnx-simplifier
  • PyPI https://pypi.org/project/onnx-simplifier/

• OpenVINO Deep Learning Deployment Toolkit (DLDT) - Model Optimizer Conversion of TensorFlow, ONNX, MXNet, and Caffe to OpenVINO IR format and other useful toolkits

  • HomePage https://docs.openvinotoolkit.org/latest/openvino_docs_install_guides_installing_openvino_linux.html
  • GitHub https://github.com/openvinotoolkit/openvino

• coremltools Tools for converting various frameworks to CoreML models

  • GitHub https://github.com/apple/coremltools
  • PyPI https://pypi.org/project/coremltools/

• MMdnn a comprehensive and cross-framework tool to convert

  • GitHub https://github.com/microsoft/MMdnn
  • PyPI https://pypi.org/project/mmdnn/

• torch2tflite It uses ONNX and TF2 as bridge between Torch and TFLite'

  • GitHub https://github.com/omerferhatt/torch2tflite

• openvino2tensorflow Tool to convert OpenVINO IR models to TensorFlow

  • GitHub https://github.com/PINTO0309/openvino2tensorflow
  • PyPI https://pypi.org/project/openvino2tensorflow/

• PINTO_model_zoo Model collections for PyTorch (ONNX), Caffe, TensorFlow, TensorflowLite, CoreML, TF-TRT and TFJS. A large number of model conversion scripts have been committed

  • GitHub https://github.com/PINTO0309/PINTO_model_zoo