OpenVINO Training Extensions provide a convenient environment to train Deep Learning models and convert them using OpenVINO™ Toolkit for optimized inference.

1. Clone repository in the working directory

cd /<path_to_working_dir>
git clone https://github.com/opencv/openvino_training_extensions.git

2. Install prerequisites

sudo apt-get install libturbojpeg python3-tk python3-pip virtualenv

• PyTorch

  • Action recognition
  • Face recognition
  • Human pose estimation
  • Instance segmentation
  • Super resolution

• TensorFlow

  • License Plate Recognition
  • Person Vehicle Bike Detector
  • SSD Object Detection
  • Vehicle Attributes