OpenVINO™ Ecosystem Overview¶
OpenVINO™ is not just one tool. It is an expansive ecosystem of utilities, providing a comprehensive workflow for deep learning solution development. Learn more about each of them to reach the full potential of OpenVINO™ Toolkit.
Neural Network Compression Framework (NNCF)
A suite of advanced algorithms for Neural Network inference optimization with minimal accuracy drop. NNCF applies quantization, filter pruning, binarization and sparsity algorithms to PyTorch and TensorFlow models during training.
OpenVINO™ Training Extensions
A convenient environment to train Deep Learning models and convert them using the OpenVINO™ toolkit for optimized inference.
OpenVINO™ Security Add-on
A solution for Model Developers and Independent Software Vendors to use secure packaging and secure model execution.
Dataset Management Framework (Datumaro)
A framework and CLI tool to build, transform, and analyze datasets.