What's Changed
NOTE: OnnxTR v0.6.0 requires Python >=3.10
New version specifiers
To further enhance OnnxTR
as a go-to solution for production environments, two new installation options are introduced, tailored for OpenVINO-powered deployments:
pip install "onnxtr[openvino]"
pip install "onnxtr[openvino-headless]" # same as "onnxtr[openvino]" but with opencv-headless
OpenVINO™ (Open Visual Inference and Neural Network Optimization) is an open-source toolkit developed by Intel to optimize and deploy AI inference across a variety of hardware. It is specifically designed for Intel architectures but supports multiple hardware targets, including CPUs, GPUs, NPUs, and so on. OpenVINO is particularly well-suited for applications requiring high-performance inference, such as computer vision, natural language processing, and edge AI scenarios.
As you can see this provides a great performance boost:
Publicly available pre-built Docker images added
Can be found here
OnnxTR demo
OnnxTR Hugging Face collection
Full Changelog: v0.5.1...v0.6.0