Human pose estimation with a webcam or video file Object detection with a webcam or video file Live inference demos that run on a webcam or video files.

Use Neural Network Compression Framework (NNCF) to quantize TensorFlow model Use Neural Network Compression Framework (NNCF) to quantize PyTorch modelģ05-tensorflow-quantization-aware-training Use Post-training Optimization Tool (POT) to quantize the flowers model Train a flower classification model from TensorFlow, then convert to OpenVINO IR Tutorials that include code to train neural networks. Transform images to five different styles with neural style transfer Run inference on speech-to-text recognition model Show live inference on segmentation of CT-scan data OCR for handwritten simplified Chinese and Japanese Upscale small images with superresolution using a PaddleGAN modelĪnnotate text on images using text recognition resnet Remove and replace the background in an image using salient object detection Turn 360p into 1080p video using a super resolution model Upscale raw images with a super resolution model Monocular depth estimation with images and video Use Neural Network Compression Framework (NNCF) to quantize PyTorch model in post-training mode (without model fine-tuning)ĭemos that demonstrate inference on a particular model. Quantize a kidney segmentation model and show live inferenceġ12-pytorch-post-training-quantization-nncf Optimize and quantize a pre-trained BERT model NotebookĬonvert PaddlePaddle models to OpenVINO IRĭownload, convert and benchmark models from Open Model Zoo Tutorials that explain how to optimize and quantize models with OpenVINO tools.

Getting Startedīrief tutorials that demonstrate how to use OpenVINO's Python API for inference. For the best performance, please follow the Installation Guide and run the notebooks locally.

Binder is a free online service with limited resources. Notebooks with a button can be run without installing anything. The notebooks provide an introduction to OpenVINO basics and teach developers how to leverage our API for optimized deep learning inference. A collection of ready-to-run Jupyter notebooks for learning and experimenting with the OpenVINO™ Toolkit.

Best free jupyter notebook online