Use pre-trained models to colorize black & white images using OpenVINO Real-time translation from English to German Optimize the knowledge graph embeddings model (ConvE) with OpenVINOĬross-lingual Books Alignment With Transformers and OpenVINO™ Use pre-trained models to detect and recognize vehicles and their attributes with OpenVINO The attention center model with OpenVINO™ Generated text: I'm working in a company for the last 2 years.įill missing pixels with image in-painting Input text: I'm working in campany for last 2 yeas. Grammatical Error Correction with OpenVINO Run inference on speaker diarization pipelineĪnswer your questions basing on a context Run inference on speech-to-text recognition model Video Recognition using SlowFast and OpenVINO™ 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 Semantic Segmentation with OpenVINO™ using Segmenter PaddlePaddle pre-trained models to read industrial meter's value 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 Quantizing with Accuracy Control using NNCFĬonvert torchvision classification and semantic segmentation models to OpenVINO IRĭemos that demonstrate inference on a particular model.

Improve performance of image preprocessing stepĬonvert TensorFlow Lite models to OpenVINO IRġ20-tensorflow-object-detection-to-openvinoĬonvert TensorFlow Object Detection models to OpenVINO IRġ22-quantizing-model-with-accuracy-control Introduction to model serving with OpenVINO™ Model Server (OVMS) Improve performance of sparse Transformer models Use Asynchronous Execution to Improve Data Pipelining Use Neural Network Compression Framework (NNCF) to quantize PyTorch model in post-training mode (without model fine-tuning) Migrate YOLOv5 POT API based quantization pipeline on Neural Network Compression Framework (NNCF)ġ12-pytorch-post-training-quantization-nncf Quantize a kidney segmentation model and show live inference Quantize speech recognition models using NNCF PTQ API Optimize and quantize a pre-trained BERT model

Notebookġ01-tensorflow-classification-to-openvinoĬonvert 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. Visual-language assistant with LLaVA and OpenVINO™ Text-to-Speech generation using Bark and OpenVINO™ Text-to-video synthesis with ZeroScope and OpenVINO™Ĭreate LLM-powered Chatbot using OpenVINO™ Image Generation with Tiny-SD and OpenVINO™ Image generation with Stable Diffusion XL and OpenVINO™Ĭontrollable Music Generation with MusicGen and OpenVINO™ Instruction following using Databricks Dolly 2.0 and OpenVINO™ Text-to-Image Generation with DeepFloyd IF and OpenVINO™īinding multimodal data using ImageBind and OpenVINO™ Visual Question Answering and Image Captioning using BLIP and OpenVINO™īlog - Multimodality with OpenVINO - BLIP Perform Zero-shot Image Classification with CLIP and OpenVINOīlog - Generative AI and Explainable AI with OpenVINO Generate subtitles for video with OpenAI Whisper and OpenVINO Text-to-Image Generation and Infinite Zoom with Stable Diffusion v2 and OpenVINO™īlog - How to run Stable Diffusion on Intel GPUs with OpenVINO Prompt based object segmentation mask generation using Segment Anything and OpenVINO™īlog - SAM: Segment Anything Model - Versatile by itself and Faster by OpenVINOĪ Text-to-Image Generation with ControlNet Conditioning and OpenVINO™īlog - Control your Stable Diffusion Model with ControlNet and OpenVINO Notebookīlog - How to get YOLOv8 Over 1000 fps with Intel GPUs? The notebooks provide an introduction to OpenVINO basics and teach developers how to leverage our API for optimized deep learning inference.Ĭheck out the latest notebooks that show how to optimize and deploy popular models on Intel CPU and GPU. A collection of ready-to-run Jupyter notebooks for learning and experimenting with the OpenVINO™ Toolkit.

Git clone command in jupyter notebook