OpenVINO notebooks documentation¶
Getting Started¶
Convert & Optimize¶
- Asynchronous Inference with OpenVINO™
- Quantize a Segmentation Model and Show Live Inference
- Quantize Speech Recognition Models using NNCF PTQ API
- Convert a Tensorflow Lite Model to OpenVINO™
- Optimize Preprocessing
- Live Inference and Benchmark CT-scan Data with OpenVINO™
- Convert a TensorFlow Model to OpenVINO™
- Quantize NLP models with Post-Training Quantization in NNCF
- Convert a PaddlePaddle Model to OpenVINO™ IR
- Hello Model Server
- Migrate quantization from POT API to NNCF API
- Working with GPUs in OpenVINO™
- Convert and Optimize YOLOv8 with OpenVINO™
- Performance tricks in OpenVINO for throughput mode
- Quantization of Image Classification Models
- OpenVINO™ model conversion API
- Convert a PyTorch Model to OpenVINO™ IR
- Convert a TensorFlow Object Detection Model to OpenVINO™
- Quantize Speech Recognition Models with accuracy control using NNCF PTQ API
- Performance tricks in OpenVINO for latency mode
- Automatic Device Selection with OpenVINO™
- Post-Training Quantization of PyTorch models with NNCF
- Working with Open Model Zoo Models
- Accelerate Inference of Sparse Transformer Models with OpenVINO™ and 4th Gen Intel® Xeon® Scalable Processors
- Convert a PyTorch Model to ONNX and OpenVINO™ IR
Model Demos¶
- Image Colorization with OpenVINO
- Text-to-Music generation using Riffusion and OpenVINO
- Part Segmentation of 3D Point Clouds with OpenVINO™
- Binding multimodal data using ImageBind and OpenVINO
- Grammatical Error Correction with OpenVINO
- Selfie Segmentation using TFLite and OpenVINO
- Visual Question Answering and Image Captioning using BLIP and OpenVINO
- Language-Visual Saliency with CLIP and OpenVINO™
- Stable Diffusion v2.1 using Optimum-Intel OpenVINO
- FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention
- Machine translation demo
- Sentiment Analysis with OpenVINO™
- The attention center model with OpenVINO™
- Audio compression with EnCodec and OpenVINO
- Zero-shot Image Classification with OpenAI CLIP and OpenVINO™
- Single Image Super Resolution with OpenVINO™
- Post-Training Quantization of OpenAI CLIP model with NNCF
- Interactive question answering with OpenVINO™
- Universal Segmentation with OneFormer and OpenVINO
- Image Editing with InstructPix2Pix and OpenVINO
- Video generation with ZeroScope and OpenVINO
- Text Prediction with OpenVINO™
- Industrial Meter Reader
- Stable Diffusion Text-to-Image Demo
- High-Quality Text-Free One-Shot Voice Conversion with FreeVC and OpenVINO™
- Vehicle Detection And Recognition with OpenVINO™
- OpenVINO optimizations for Knowledge graphs
- Monocular Visual-Inertial Depth Estimation using OpenVINO™
- Text-to-Image Generation with ControlNet Conditioning
- Semantic Segmentation with OpenVINO™ using Segmenter
- Photos to Anime with PaddleGAN and OpenVINO
- Image In-painting with OpenVINO™
- Infinite Zoom Stable Diffusion v2 and OpenVINO™
- Cross-lingual Books Alignment with Transformers and OpenVINO™
- Deblur Photos with DeblurGAN-v2 and OpenVINO™
- Optical Character Recognition (OCR) with OpenVINO™
- Instruction following using Databricks Dolly 2.0 and OpenVINO
- Object masks from prompts with SAM and OpenVINO
- Image generation with Stable Diffusion XL and OpenVINO
- Video Super Resolution with OpenVINO™
- Super Resolution with PaddleGAN and OpenVINO™
- Image generation with DeepFloyd IF and OpenVINO™
- Typo Detector with OpenVINO™
- Image Background Removal with U^2-Net and OpenVINO™
- Named entity recognition with OpenVINO™
- Speech to Text with OpenVINO™
- Convert and Optimize YOLOv8 with OpenVINO™
- Text-to-Image Generation with Stable Diffusion v2 and OpenVINO™
- Monodepth Estimation with OpenVINO
- Speaker diarization
- Text-to-Image Generation with Stable Diffusion and OpenVINO™
- Convert and Optimize YOLOv7 with OpenVINO™
- Image Generation with Tiny-SD and OpenVINO™
- Video Recognition using SlowFast and OpenVINO™
- Handwritten Chinese and Japanese OCR with OpenVINO™
- Video Subtitle Generation using Whisper and OpenVINO™
- Controllable Music Generation with MusicGen and OpenVINO
- Programming Language Classification with OpenVINO
- Stable Diffusion v2.1 using Optimum-Intel OpenVINO and multiple Intel Hardware