Open Neural Network Exchange (ONNX) is an open standard format for representing machine learning models. ONNX is supported by a community of partners who have implemented it in many frameworks and tools. TensorFlow Backend for ONNX makes it possible to use ONNX models as input for TensorFlow. The ONNX model is first converted to a TensorFlow model and then delegated for execution on TensorFlow to produce the output. This is one of the two TensorFlow converter projects which serve different purposes in the ONNX community. ONNX-TF requires ONNX (Open Neural Network Exchange) as an external dependency, for any issues related to ONNX installation, we refer our users to ONNX project repository for documentation and help. Notably, please ensure that protoc is available if you plan to install ONNX via pip.

Features

  • Convert models from ONNX to TensorFlow
  • ONNX Model Inference with TensorFlow Backend
  • ONNX-TF requires ONNX
  • Install the latest version of ONNX-TF via pip
  • We do not explicitly require TensorFlow in the installation script
  • The model zoo uses Git LFS (Large File Storage) to store ONNX model files

Project Activity

See All Activity >

Categories

Machine Learning

License

MIT License

Follow TensorFlow Backend for ONNX

TensorFlow Backend for ONNX Web Site

Other Useful Business Software
Auth0 B2B Essentials: SSO, MFA, and RBAC Built In Icon
Auth0 B2B Essentials: SSO, MFA, and RBAC Built In

Unlimited organizations, 3 enterprise SSO connections, role-based access control, and pro MFA included. Dev and prod tenants out of the box.

Auth0's B2B Essentials plan gives you everything you need to ship secure multi-tenant apps. Unlimited orgs, enterprise SSO, RBAC, audit log streaming, and higher auth and API limits included. Add on M2M tokens, enterprise MFA, or additional SSO connections as you scale.
Sign Up Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of TensorFlow Backend for ONNX!

Additional Project Details

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2022-08-19