README.md

OpenVINO Notebooks

OpenVINO™ Notebooks at GitHub Pages

AI Trends

• Video generation with ZeroScope and OpenVINO
• Text-to-image generation with Z-Image-Turbo and OpenVINO
• Convert and Optimize YOLOv9 with OpenVINO™
• Convert and Optimize YOLOv8 real-time object detection with OpenVINO™
• YOLOv8 Oriented Bounding Boxes Object Detection with OpenVINO™
• Convert and Optimize YOLOv8 keypoint detection model with OpenVINO™
• Convert and Optimize YOLOv8 instance segmentation model with OpenVINO™
• Convert and Optimize YOLO26 real-time object detection with OpenVINO™
• YOLO26 Oriented Bounding Boxes Object Detection with OpenVINO™
• Convert and Optimize YOLO26 keypoint detection model with OpenVINO™
• Convert and Optimize YOLO26 instance segmentation model with OpenVINO™
• YOLOE-26 Open-Vocabulary Detection and Segmentation with OpenVINO™
• Convert and Optimize YOLOv12 real-time object detection with OpenVINO™
• Convert and Optimize YOLOv11 real-time object detection with OpenVINO™
• Convert and Optimize YOLOv11 keypoint detection model with OpenVINO™
• Convert and Optimize YOLOv11 instance segmentation model with OpenVINO™
• Convert and Optimize YOLOv10 with OpenVINO
• Video Subtitle Generation using Whisper and OpenVINO™
• Automatic speech recognition using Whisper and OpenVINO with Generate API
• Wav2Lip: Accurately Lip-syncing Videos and OpenVINO
• Text-Image to Video generation with Wan2.2 and OpenVINO
• Text to Video generation with Wan2.1 and OpenVINO
• VoxCPM2 Text-to-Speech with OpenVINO™
• Create VLM-powered Chatbot using OpenVINO Generate API
• Text to Image pipeline and OpenVINO with Generate API
• Line-level text detection with Surya
• Image to Video Generation with Stable Video Diffusion
• Image generation with Stable Diffusion XL and OpenVINO
• Image generation with Torch.FX Stable Diffusion v3 and OpenVINO
• Image generation with Stable Diffusion v3 and OpenVINO
• Infinite Zoom Stable Diffusion v2 and OpenVINO™
• Visual-Language Assistant with SmolVLM2 and OpenVINO
• Document conversion with SmolDocling and OpenVINO
• Zero-shot Image Classification with SigLIP2
• Object masks from prompts with SAM and OpenVINO
• SAM 3 Image Segmentation with OpenVINO
• Object masks from prompts with SAM2 and OpenVINO
• Object masks from prompts with SAM2 and OpenVINO for Images
• Visual-language assistant with Qwen3-VL and OpenVINO
• Qwen3-TTS Text-to-Speech with OpenVINO™
• Text Rerank with Qwen3 and OpenVINO
• Text Embedding with Qwen3 and OpenVINO
• Qwen3-ASR Speech Recognition with OpenVINO™
• Visual-language assistant with Qwen2.5VL and OpenVINO
• Omnimodal assistant with Qwen2.5-Omni and OpenVINO
• Visual-language assistant with Qwen2VL and OpenVINO
• Audio-language assistant with Qwen2Audio and OpenVINO
• Text-to-image generation with Qwen-Image and OpenVINO
• Visual-language assistant with Pixtral and OpenVINO
• Multimodal assistant with Phi-4-multimodal and OpenVINO
• Visual-language assistant with Phi3-Vision and OpenVINO
• Voice tone cloning with OpenVoice2 and MeloTTS for Text-to-Speech by OpenVINO
• Voice tone cloning with OpenVoice and OpenVINO
• Screen Parsing with OmniParser-v2.0 and OpenVINO
• PDF converting with olmOCR model and OpenVINO
• Structure Extraction with NuExtract and OpenVINO
• Controllable Music Generation with MusicGen and OpenVINO
• Multimodal RAG for video analytics with LlamaIndex
• Multi LoRA Image Generation
• Visual Content Search using MobileCLIP and OpenVINO
• Visual-language assistant with Llama-3.2-11B-Vision and OpenVINO
• Visual-language assistant with MiniCPM-V and OpenVINO
• Omnimodal assistant with MiniCPM-o 2.6 and OpenVINO
• MiniCPM-o 4.5 Multimodal Model with OpenVINO
• LTX Video and OpenVINO™
• Create a RAG system using OpenVINO and LlamaIndex
• Create a RAG system using OpenVINO and LangChain
• Create a RAG system using OpenVINO GenAI and LangChain
• RAG Performance & Fairness Evaluation Toolkit (OpenVINO + LangChain)
• LLM Instruction-following pipeline with OpenVINO
• LLM Code Assistant with OpenVINO™
• Create an LLM-powered Chatbot using OpenVINO
• Create an LLM-powered Chatbot using OpenVINO Generate API
• Create ReAct Agent using OpenVINO and LangChain
• Create an Agentic RAG using OpenVINO and LlamaIndex
• Create MCP Agent using OpenVINO and Qwen-Agent
• Create Function-calling Agent using OpenVINO and Qwen-Agent
• Visual-language assistant with LLaVA Next and OpenVINO
• Visual-language assistant with LLaVA and OpenVINO Generative API
• Image generation with Latent Consistency Model and OpenVINO
• Multimodal understanding and generation with Janus-Pro and OpenVINO
• Visual-language assistant with InternVL2 and OpenVINO
• InstantID: Zero-shot Identity-Preserving Generation using OpenVINO
• Inpainting with OpenVINO GenAI
• Image-to-image generation using OpenVINO GenAI
• Hunyuan Machine Translation with OpenVINO
• Image generation with HunyuanDIT and OpenVINO
• Object detection and masking from prompts with GroundedSAM (GroundingDINO + SAM) and OpenVINO
• Visual-language assistant with GLM-4.1V-9B-Thinking and OpenVINO
• Visual-language assistant with GLM4-V and OpenVINO
• Visual-language assistant with Gemma 4 and OpenVINO
• Visual-language assistant with Gemma3 and OpenVINO
• End-to-End Speech Recognition with Fun-ASR-Nano and OpenVINO
• FLUX.2 Klein Image Generation with OpenVINO™
• Image-to-image generation with Flux.1 Kontext and OpenVINO
• Image generation with Flux.1 and OpenVINO
• Image inpainting and outpainting with FLUX.1 Fill
• Florence-2: Open Source Vision Foundation Model
• Image generation with universal control using Flex.2 and OpenVINO
• Multi-speaker dialogue generation with FireRedTTS‑2 and OpenVINO
• Object segmentations with FastSAM and OpenVINO
• Text-to-Image Generation with ERNIE-Image-Turbo and OpenVINO
• Object segmentations with EfficientSAM and OpenVINO
• Automatic speech recognition using Distil-Whisper and OpenVINO
• Depth estimation with DepthAnything and OpenVINO
• Visual-language assistant using DeepSeek-VL2 and OpenVINO
• LLM reasoning with DeepSeek-R1 distilled models
• Document Parsing using DeepSeek-OCR/DeepSeek-OCR-2 and OpenVINO
• Text-to-Speech (TTS) system with Fun-CosyVoice 3.0 and OpenVINO
• Text-to-Image Generation with ControlNet Conditioning
• Zero-shot Image Classification with OpenAI CLIP and OpenVINO™
• Virtual Try-On with CatVTON and OpenVINO
• Visual Question Answering and Image Captioning using BLIP and OpenVINO
• Text-to-speech generation using Bark and OpenVINO
• Image-to-Video synthesis with AnimateAnyone and OpenVINO

API Overview

• Text to Image pipeline and OpenVINO with Generate API
• Quantize Speech Recognition Models with accuracy control using NNCF PTQ API
• Post-Training Quantization of PyTorch models with NNCF
• Optimize Preprocessing
• OpenVINO Tokenizers: Incorporate Text Processing Into OpenVINO Pipelines
• Convert models from ModelScope to OpenVINO
• Text Generation with LoRA via OpenVINO GenAI
• Quantize NLP models with Post-Training Quantization ​in NNCF
• Inpainting with OpenVINO GenAI
• Image-to-image generation using OpenVINO GenAI
• Quantization of Image Classification Models
• 🤗 Hugging Face Model Hub with OpenVINO™
• Hello NPU
• Working with GPUs in OpenVINO™
• OpenVINO™ Model conversion
• Automatic Device Selection with OpenVINO™
• Asynchronous Inference with OpenVINO™

Convert

• YOLOv11 quantization with accuracy control using NNCF
• Classification with ConvNeXt and OpenVINO
• Convert a Tensorflow Lite Model to OpenVINO™
• Using TensorFlow Object Detection API with OpenVINO™
• Convert a TensorFlow Model to OpenVINO™
• Line-level text detection with Surya
• Convert a PyTorch Model to OpenVINO™ IR
• Document Parsing using PaddleOCR-VL/PaddleOCR-VL-1.5 and OpenVINO
• Convert a PaddlePaddle Model to OpenVINO™ IR
• Voice tone cloning with OpenVoice2 and MeloTTS for Text-to-Speech by OpenVINO
• Voice tone cloning with OpenVoice and OpenVINO
• OpenVINO Tokenizers: Incorporate Text Processing Into OpenVINO Pipelines
• Object detection and masking from prompts with GroundedSAM (GroundingDINO + SAM) and OpenVINO
• Convert Detectron2 Models to OpenVINO™
• Quantize a Segmentation Model and Show Live Inference
• OpenVINO™ Model conversion

Explainable AI

• OpenVINO™ Explainable AI Toolkit (3/3): Saliency map interpretation
• OpenVINO™ Explainable AI Toolkit (2/3): Deep Dive
• OpenVINO™ Explainable AI Toolkit (1/3): Basic

First Steps

• OpenVINO™ Runtime API Tutorial
• Text Generation with LoRA via OpenVINO GenAI
• Image-to-image generation using OpenVINO GenAI
• Hello Image Classification
• Hello Image Segmentation
• Hello Object Detection
• OpenVINO™ Explainable AI Toolkit (1/3): Basic

Live Demos

• Style Transfer with OpenVINO™
• Live Human Pose Estimation with OpenVINO™
• Person Tracking with OpenVINO™
• Person Counting System using YOLOV8 and OpenVINO™
• PaddleOCR with OpenVINO™
• Voice tone cloning with OpenVoice2 and MeloTTS for Text-to-Speech by OpenVINO
• Voice tone cloning with OpenVoice and OpenVINO
• Live Object Detection with OpenVINO™
• CLIP model with Jina CLIP and OpenVINO
• Object detection and masking from prompts with GroundedSAM (GroundingDINO + SAM) and OpenVINO
• Quantize a Segmentation Model and Show Live Inference
• Human Action Recognition with OpenVINO™
• Live 3D Human Pose Estimation with OpenVINO

Model Demos

• Video generation with ZeroScope and OpenVINO
• Text-to-image generation with Z-Image-Turbo and OpenVINO
• Convert and Optimize YOLOv9 with OpenVINO™
• Convert and Optimize YOLOv8 real-time object detection with OpenVINO™
• YOLOv8 Oriented Bounding Boxes Object Detection with OpenVINO™
• Convert and Optimize YOLOv8 keypoint detection model with OpenVINO™
• Convert and Optimize YOLOv8 instance segmentation model with OpenVINO™
• Convert and Optimize YOLO26 real-time object detection with OpenVINO™
• YOLO26 Oriented Bounding Boxes Object Detection with OpenVINO™
• Convert and Optimize YOLO26 keypoint detection model with OpenVINO™
• Convert and Optimize YOLO26 instance segmentation model with OpenVINO™
• YOLOE-26 Open-Vocabulary Detection and Segmentation with OpenVINO™
• Convert and Optimize YOLOv12 real-time object detection with OpenVINO™
• Convert and Optimize YOLOv11 real-time object detection with OpenVINO™
• Convert and Optimize YOLOv11 keypoint detection model with OpenVINO™
• Convert and Optimize YOLOv11 instance segmentation model with OpenVINO™
• Convert and Optimize YOLOv10 with OpenVINO
• Video Subtitle Generation using Whisper and OpenVINO™
• Automatic speech recognition using Whisper and OpenVINO with Generate API
• Wav2Lip: Accurately Lip-syncing Videos and OpenVINO
• Text-Image to Video generation with Wan2.2 and OpenVINO
• Text to Video generation with Wan2.1 and OpenVINO
• VoxCPM2 Text-to-Speech with OpenVINO™
• Create VLM-powered Chatbot using OpenVINO Generate API
• Monodepth Estimation with OpenVINO
• Image Background Removal with U^2-Net and OpenVINO™
• Vehicle Detection And Recognition with OpenVINO™
• Selfie Segmentation using TFLite and OpenVINO
• Text-to-Speech Generation with OpenVINO GenAI
• Text to Image pipeline and OpenVINO with Generate API
• Line-level text detection with Surya
• Image to Video Generation with Stable Video Diffusion
• Image generation with Stable Diffusion XL and OpenVINO
• Image generation with Torch.FX Stable Diffusion v3 and OpenVINO
• Image generation with Stable Diffusion v3 and OpenVINO
• Infinite Zoom Stable Diffusion v2 and OpenVINO™
• Text-to-Image Generation with Stable Diffusion and OpenVINO™
• Text Generation via Speculative Decoding using FastDraft and OpenVINO™
• Visual-Language Assistant with SmolVLM2 and OpenVINO
• Document conversion with SmolDocling and OpenVINO
• Zero-shot Image Classification with SigLIP2
• Object masks from prompts with SAM and OpenVINO
• SAM 3 Image Segmentation with OpenVINO
• Object masks from prompts with SAM2 and OpenVINO
• Object masks from prompts with SAM2 and OpenVINO for Images
• Background removal with RMBG v1.4 and OpenVINO
• Visual-language assistant with Qwen3-VL and OpenVINO
• Qwen3-TTS Text-to-Speech with OpenVINO™
• Text Rerank with Qwen3 and OpenVINO
• Text Embedding with Qwen3 and OpenVINO
• Qwen3-ASR Speech Recognition with OpenVINO™
• Visual-language assistant with Qwen2.5VL and OpenVINO
• Omnimodal assistant with Qwen2.5-Omni and OpenVINO
• Visual-language assistant with Qwen2VL and OpenVINO
• Audio-language assistant with Qwen2Audio and OpenVINO
• Text-to-image generation with Qwen-Image and OpenVINO
• Visual-language assistant with Pixtral and OpenVINO
• Multimodal assistant with Phi-4-multimodal and OpenVINO
• Visual-language assistant with Phi3-Vision and OpenVINO
• Text-to-speech (TTS) with Parler-TTS and OpenVINO
• Document Parsing using PaddleOCR-VL/PaddleOCR-VL-1.5 and OpenVINO
• Optical Character Recognition (OCR) with OpenVINO™
• Voice tone cloning with OpenVoice2 and MeloTTS for Text-to-Speech by OpenVINO
• Voice tone cloning with OpenVoice and OpenVINO
• Universal Segmentation with OneFormer and OpenVINO
• Screen Parsing with OmniParser-v2.0 and OpenVINO
• PDF converting with olmOCR model and OpenVINO
• Structure Extraction with NuExtract and OpenVINO
• Controllable Music Generation with MusicGen and OpenVINO
• Multimodal RAG for video analytics with LlamaIndex
• Multi LoRA Image Generation
• Visual Content Search using MobileCLIP and OpenVINO
• MMS: Scaling Speech Technology to 1000+ languages with OpenVINO™
• Visual-language assistant with Llama-3.2-11B-Vision and OpenVINO
• Visual-language assistant with MiniCPM-V and OpenVINO
• Omnimodal assistant with MiniCPM-o 2.6 and OpenVINO
• MiniCPM-o 4.5 Multimodal Model with OpenVINO
• Industrial Meter Reader
• MedASR Medical Speech Recognition with OpenVINO
• LTX Video and OpenVINO™
• Create a RAG system using OpenVINO and LlamaIndex
• Create a RAG system using OpenVINO and LangChain
• Create a RAG system using OpenVINO GenAI and LangChain
• RAG Performance & Fairness Evaluation Toolkit (OpenVINO + LangChain)
• LLM Instruction-following pipeline with OpenVINO
• LLM Code Assistant with OpenVINO™
• Create an LLM-powered Chatbot using OpenVINO
• Create an LLM-powered Chatbot using OpenVINO Generate API
• Create ReAct Agent using OpenVINO and LangChain
• Create an Agentic RAG using OpenVINO and LlamaIndex
• Create MCP Agent using OpenVINO and Qwen-Agent
• Create Function-calling Agent using OpenVINO and Qwen-Agent
• Visual-language assistant with LLaVA Next and OpenVINO
• Visual-language assistant with LLaVA and OpenVINO Generative API
• Image generation with Latent Consistency Model and OpenVINO
• Text-to-Speech synthesis using Kokoro and OpenVINO
• Multimodal understanding and generation with Janus-Pro and OpenVINO
• Visual-language assistant with InternVL2 and OpenVINO
• InstantID: Zero-shot Identity-Preserving Generation using OpenVINO
• Inpainting with OpenVINO GenAI
• Image-to-image generation using OpenVINO GenAI
• Hunyuan Machine Translation with OpenVINO
• Image generation with HunyuanDIT and OpenVINO
• Handwritten Chinese and Japanese OCR with OpenVINO™
• Object detection and masking from prompts with GroundedSAM (GroundingDINO + SAM) and OpenVINO
• Visual-language assistant with GLM-4.1V-9B-Thinking and OpenVINO
• Visual-language assistant with GLM4-V and OpenVINO
• Visual-language assistant with Gemma 4 and OpenVINO
• Visual-language assistant with Gemma3 and OpenVINO
• End-to-End Speech Recognition with Fun-ASR-Nano and OpenVINO
• High-Quality Text-Free One-Shot Voice Conversion with FreeVC and OpenVINO™
• FLUX.2 Klein Image Generation with OpenVINO™
• Image-to-image generation with Flux.1 Kontext and OpenVINO
• Image generation with Flux.1 and OpenVINO
• Image inpainting and outpainting with FLUX.1 Fill
• Florence-2: Open Source Vision Foundation Model
• Image generation with universal control using Flex.2 and OpenVINO
• Multi-speaker dialogue generation with FireRedTTS‑2 and OpenVINO
• Object segmentations with FastSAM and OpenVINO
• Text-to-Image Generation with ERNIE-Image-Turbo and OpenVINO
• Object segmentations with EfficientSAM and OpenVINO
• Automatic speech recognition using Distil-Whisper and OpenVINO
• Depth estimation with DepthAnything and OpenVINO
• Visual-language assistant using DeepSeek-VL2 and OpenVINO
• LLM reasoning with DeepSeek-R1 distilled models
• Document Parsing using DeepSeek-OCR/DeepSeek-OCR-2 and OpenVINO
• Low-Light Image Restoration with DarkIR model using OpenVINO™
• Text-to-Speech (TTS) system with Fun-CosyVoice 3.0 and OpenVINO
• Text-to-Image Generation with ControlNet Conditioning
• Zero-shot Image Classification with OpenAI CLIP and OpenVINO™
• Virtual Try-On with CatVTON and OpenVINO
• Visual Question Answering and Image Captioning using BLIP and OpenVINO
• Text-to-speech generation using Bark and OpenVINO
• Image-to-Video synthesis with AnimateAnyone and OpenVINO
• Imitation Learning - ACT
• Music generation using ACE Step and OpenVINO
• Part Segmentation of 3D Point Clouds with OpenVINO™
• PointPillar for 3D object detection

Optimize

• YOLOv11 quantization with accuracy control using NNCF
• Quantize Speech Recognition Models with accuracy control using NNCF PTQ API
• Post-Training Quantization of PyTorch models with NNCF
• Optimize Preprocessing
• Voice tone cloning with OpenVoice2 and MeloTTS for Text-to-Speech by OpenVINO
• Voice tone cloning with OpenVoice and OpenVINO
• OpenVINO Tokenizers: Incorporate Text Processing Into OpenVINO Pipelines
• Quantize NLP models with Post-Training Quantization ​in NNCF
• Quantization of Image Classification Models
• Object detection and masking from prompts with GroundedSAM (GroundingDINO + SAM) and OpenVINO
• Quantize a Segmentation Model and Show Live Inference