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Model Demos¶

Demos that demonstrate inference on a particular model.

Voice tone cloning with OpenVoice and OpenVINO.

284-openvoice

Text-to-image generation using PhotoMaker and OpenVINO.

283-photo-maker

Zero-shot Image Classification with SigLIP.

282-siglip-zero-shot-image-classification

Kosmos-2: Multimodal Large Language Model and OpenVINO.

281-kosmos2-multimodal-large-language-model

Depth estimation with DepthAnything and OpenVINO.

280-depth-anything

Mobile language assistant with MobileVLM and OpenVINO.

279-mobilevlm-language-assistant

Image Generation with Stable Diffusion and IP-Adapter.

278-stable-diffusion-ip-adapter

Lightweight image generation with aMUSEd and OpenVINO.

277-amused-lightweight-text-to-image

Image Generation with Stable Diffusion using OpenVINO TorchDynamo backend.

276-stable-diffusion-torchdynamo-backend

LLM Instruction-following pipeline with OpenVINO.

275-llm-question-answering

Object segmentations with EfficientSAM and OpenVINO.

274-efficient-sam

LLM-powered chatbot using Stable-Zephyr-3b and OpenVINO.

273-stable-zephyr-3b-chatbot

Paint by Example using Stable Diffusion and OpenVINO.

272-paint-by-example

Single step image generation using SDXL-turbo and OpenVINO.

271-sdxl-turbo

270-sound-generation-audioldm2

Frame interpolation using FILM and OpenVINO.

269-film-slowmo

Table Question Answering using TAPAS and OpenVINO.

268-table-question-answering

Automatic speech recognition using Distil-Whisper and OpenVINO.

267-distil-whisper-asr

Text Generation via Speculative Sampling, KV Caching, and OpenVINO.

266-speculative-sampling

Image generation with Würstchen and OpenVINO.

265-wuerstchen-image-generation

Generate creative QR codes with ControlNet QR Code Monster and OpenVINO.

264-qrcode-monster

Image generation with Latent Consistency Model and OpenVINO.

263-latent-consistency-models-image-generation

Text-to-Image Generation with LCM LoRA and ControlNet Conditioning.

263-lcm-lora-controlnet

SoftVC VITS Singing Voice Conversion and OpenVINO.

262-softvc-voice-conversion

Object segmentation with FastSAM and OpenVINO.

261-fast-segment-anything

Image generation with DeciDiffusion and OpenVINO.

259-decidiffusion-image-generation

Subject-driven image generation and editing using BLIP Diffusion and OpenVINO.

258-blip-diffusion-subject-generation

Visual-language assistant with LLaVA and OpenVINO.

257-llava-multimodal-chatbot

Visual-language assistant with Video-LLaVA and OpenVINO.

257-videollava-multimodal-chatbot.ipynb

Text-to-speech generation using Bark and OpenVINO.

256-bark-text-to-audio

Create an LLM-powered RAG system using OpenVINO.

254-rag-chatbot

Create an LLM-powered Chatbot using OpenVINO.

254-llm-chatbot

Text-to video synthesis with ZeroScope and OpenVINO™.

253-zeroscope-text2video

Image generation with FastComposer and OpenVINO™.

252-fastcomposer-image-generation

Image Generation with Tiny-SD and OpenVINO™.

251-tiny-sd-image-generation

Controllable Music Generation with MusicGen and OpenVINO™.

250-music-generation

Universal segmentation with OneFormer and OpenVINO™.

249-oneformer-segmentation

High-resolution image generation with Segmind-VegaRT and OpenVINO.

248-segmind-vegart

Image generation with Stable Diffusion XL and OpenVINO™.

248-ssd-b1

Image generation with Stable Diffusion XL and OpenVINO™.

248-stable-diffusion-xl

Identify the programming language used in an arbitrary code snippet.

247-code-language-id

Monocular Visual-Inertial Depth Estimation with OpenVINO™.

246-depth-estimation-videpth

English Typo Detection in sentences with OpenVINO™.

245-typo-detector

Named entity recognition with OpenVINO™.

244-named-entity-recognition

Selfie Segmentation using TFLite and OpenVINO™.

243-tflite-selfie-segmentation

High-Quality Text-Free One-Shot Voice Conversion with FreeVC and OpenVINO™

242-freevc-voice-conversion

Text-to-Music generation using Riffusion and OpenVINO™.

241-riffusion-text-to-music

Instruction following using Databricks Dolly 2.0 and OpenVINO™.

240-dolly-2-instruction-following

Binding multimodal data, using ImageBind and OpenVINO™.

239-image-bind-convert

Text-to-image generation with DeepFloyd IF and OpenVINO™.

238-deep-floyd-if-optimize

Prompt based object segmentation mask generation, using Segment Anything and OpenVINO™.

237-segment-anything

Text-to-image generation with Stable Diffusion v2 and OpenVINO™.

236-stable-diffusion-v2-text-to-image

Stable Diffusion Text-to-Image Demo.

236-stable-diffusion-v2-text-to-image-demo

Stable Diffusion v2.1 using Optimum-Intel OpenVINO.

236-stable-diffusion-v2-optimum-demo

Stable Diffusion v2.1 using Optimum-Intel OpenVINO and multiple Intel Hardware

236-stable-diffusion-v2-optimum-demo-comparison

Text-to-image generation and Infinite Zoom with Stable Diffusion v2 and OpenVINO™.

236-stable-diffusion-v2-infinite-zoom

A text-to-image generation with ControlNet Conditioning and OpenVINO™.

235-controlnet-stable-diffusion

Audio compression with EnCodec and OpenVINO™.

234-encodec-audio-compression

Visual Question Answering and Image Captioning using BLIP and OpenVINO.

233-blip-convert

Post-Training Quantization and Weights Compression of OpenAI BLIP model with NNCF.

233-blip-optimize

Language-visual saliency with CLIP and OpenVINO™.

232-clip-language-saliency-map

Image editing with InstructPix2Pix.

231-instruct-pix2pix-image-editing

Optimize YOLOv8, using NNCF PTQ API.

230-yolov8-optimization

Sequence classification with OpenVINO.

229-distilbert-sequence-classification

Post-Training Quantization of OpenAI CLIP model with NNCF.

228-clip-zero-shot-quantize

Zero-shot Image Classification with OpenAI CLIP and OpenVINO™.

228-clip-zero-shot-convert

Generate subtitles for video with OpenAI Whisper and OpenVINO.

227-whisper-subtitles-generation

Optimize YOLOv7, using NNCF PTQ API.

226-yolov7-optimization

Text-to-image generation with Stable Diffusion method.

225-stable-diffusion-text-to-image

Process point cloud data and run 3D Part Segmentation with OpenVINO.

224-3D-segmentation-point-clouds

Use pre-trained models to perform text prediction on an input sequence.

223-text-prediction

Use pre-trained models to colorize black & white images using OpenVINO.

222-vision-image-colorization

Real-time translation from English to German.

221-machine-translation

Cross-lingual Books Alignment With Transformers and OpenVINO™

220-cross-lingual-books-alignment

Optimize the knowledge graph embeddings model (ConvE) with OpenVINO.

219-knowledge-graphs-conve

Use pre-trained models to detect and recognize vehicles and their attributes with OpenVINO.

218-vehicle-detection-and-recognition

The attention center model with OpenVINO™

216-attention-center

Fill missing pixels with image in-painting.

215-image-inpainting

Grammatical error correction with OpenVINO.

214-grammar-correction

Answer your questions basing on a context.

213-question-answering

Run inference on speaker diarization pipeline.

212-pyannote-speaker-diarization

Run inference on speech-to-text recognition model.

211-speech-to-text

Video Recognition using SlowFast and OpenVINO™

210-slowfast-video-recognition

OCR for handwritten simplified Chinese and Japanese.

209-handwritten-ocrn

Annotate text on images using text recognition resnet.

208-optical-character-recognition

Upscale small images with superresolution using a PaddleGAN model.

207-vision-paddlegan-superresolution

Turn an image into anime using a GAN.

206-vision-paddlegan-anime

Background Removal Demo.

205-vision-background-removal

Semantic segmentation with OpenVINO™ using Segmenter.

204-segmenter-semantic-segmentation

PaddlePaddle pre-trained models to read industrial meter’s value.

203-meter-reader

Turn 360p into 1080p video using a super resolution model.

202-vision-superresolution-video

Upscale raw images with a super resolution model.

202-vision-superresolution-image

Monocular depth estimation with images and video.

201-vision-monodepth