How long can OmniShow videos be?

OmniShow natively generates continuous clips up to 10 seconds per generation in a single pass — no stitching, no frame-join artifacts.

OmniShow — Human-Object
Interaction Video Generation

Your product photo becomes a cinematic video. No studio. No crew.
Upload your product photo. Add a voiceover or pose. OmniShow generates a studio-quality video of a real person holding, using, and presenting your product — no filming required.

1,200+ verified users

4.9/5

active sellers

8,000+

videos generated

2M+

native long-shot

10s

R2V

RA2V

RP2V

RAP2V

What Is OmniShow?

OmniShow is an end-to-end AI video generator for human-object interaction video generation that accepts up to four input conditions — text, reference image, audio, and pose — and synthesizes high-quality HOI video from any combination. It's the only platform purpose-built for HOIVG and independently validated on HOIVG-Bench.

Human-object interaction means making a hand genuinely hold something: stable grip, natural contact, accurate weight response. Most AI video tools fake it. OmniShow was built specifically to get it right.

OmniShow — Introduction · 720p

arXiv Paper GitHub 🤗 HOIVG-Bench Dataset

Gallery

OmniShow in Action

Diverse, realistic, dynamic — generated entirely by OmniShow.

Every clip below is AI-generated. No filming. No editing. No production team.

R2VProduct photo + text → Cinematic HOI demo

RA2V+ Audio → Talking model, lip-synced

RP2V+ Pose → Follows your exact motion path

RAP2VAll four → Controlled, lip-synced, pose-accurate

OmniShow Features

OmniShow Features — Four Modes of Human-Object Interaction Video Generation

OmniShow handles human-object interaction video generation across four input modalities. Use one or combine all four — the model adapts, no retraining required.

01R2V

Reference-to-Video (R2V) — AI Product Video from Photos

Upload a product photo and a model reference image. OmniShow holds color, texture, and shape consistent across every frame — no drift, no distortion, no 3D setup.

InputsText prompt · product photo · model reference

OutputProduct demo video with natural hand-object contact.

Input

“The young woman with long, wavy dark red hair is holding a sleek black and rose gold hairdryer in a softly lit indoor setting. The hairdryer is regular-size, designed for comfortable handling and efficient drying. She is speaking directly to the camera, demonstrating the features of the hairdryer with expressive hand gestures, including pointing to the buttons on the handle as she explains its functions.”

Product

Model

TextReference Images

Output

02RA2V

Reference + Audio-to-Video (RA2V) — AI Lip Sync Video Generator

Add a voiceover MP3. OmniShow syncs lip movements, facial expressions, and gestures to the audio — frame by frame, in one pass. No manual sync. No dubbing.

InputsText prompt · reference images · MP3 voiceover

OutputSpokesperson video with frame-accurate lip sync.

Input

“The woman wearing a grey sweater holds a striking blue perfume bottle topped with a silver Eiffel Tower cap in a clinical setting. The bottle is a regular-size 100ml Eau de Toilette. She presents the perfume with animated hand gestures, speaking directly to the camera as she highlights its unique design and fragrance.”

Product

Model

TextAudioReference Images

Output

03RP2V

Reference + Pose-to-Video (RP2V) — Pose-Controlled AI Video

Provide a pose sequence or video reference. OmniShow follows the defined motion — hand position, body angle, interaction path — while keeping product contact natural throughout. No motion capture rig required.

InputsText prompt · reference images · pose sequence

OutputMotion-controlled video matched to your defined pose path.

Input

“The young man wearing a mustard yellow sweater with an orange vest holds a green tube of HOIVG-Bench oral care product in front of a plain white wall with a black ceiling corner. The tube is regular-size, typical for toothpaste packaging. He gestures with his hands while confidently explaining the product's benefits directly to the camera.”

Product

Model

Pose

TextPoseReference Images

Output

04RAP2VIndustry First

Reference + Audio + Pose-to-Video (RAP2V) — Full Control, One Pass

Every input combined — text, reference image, audio, and pose sequence — processed together in a single generation. No stitching, no separate passes, no consistency loss between stages.

InputsText prompt · reference images · MP3 voiceover · pose sequence

OutputFully directed spokesperson video — appearance, audio, and motion locked from the first frame.

4modalities

1pass

10smax clip

Input

“The young woman with shoulder-length wavy brown hair, dressed in a cream and beige striped sweater, stands in a softly lit room with a window, plants, and a side table behind her, holding a large dark blue pump bottle labeled 'HOIVG-Bench PARADISE'. The bottle is regular-size, containing 500ml of product. She holds the bottle firmly with both hands while speaking to the camera, then moves her wrist subtly near the bottle, points at the label with her right index finger, and uses expressive hand gestures to emphasize her points.”

Product

Model

Pose

TextReferenceAudioPose

Output

Additional Capabilities

OmniShow Additional Capabilities

Included in every generation, across all four modes.

Up to 10 Seconds — One Continuous Clip

OmniShow generates up to 10 seconds in a single pass — no cuts, no frame-joining, no stitching artifacts. Long enough for a complete product demo from pick-up to placement.

Natural Hand-Object Contact

Hands hold, grip, and interact with products the way they actually do — stable contact, natural finger wrap, realistic weight. No clipping, no floating, no mesh errors.

Consistent Character Throughout

Face, hair, outfit, and proportions stay identical from the first frame to the last. Define the character once — OmniShow keeps them locked for the full clip.

Talking Avatar from One Photo

Upload a portrait and an audio track. OmniShow generates a talking or singing avatar with accurate lip sync, natural facial expression, and consistent identity — no animation experience required.

HOIVG-Bench

OmniShow Benchmark: State-of-the-Art Human-Object Interaction Video Generation

OmniShow is validated on HOIVG-Bench — the first benchmark designed specifically to measure human-object interaction video generation quality across four dimensions: visual fidelity, motion naturalness, identity consistency, and condition alignment.

OmniShow vs. Baseline Models

Across all four dimensions, OmniShow outperforms every baseline model tested — including HunyuanCustom, HuMo-17B, VACE, Phantom-14B, and AnchorCrafter.

OmniShow ranks #1 across all four generation modes in HOIVG-Bench — the only model evaluated end-to-end for human-object interaction video generation.

Model	R2V	RA2V	RP2V	Long-Shot
OmniShow	✓ Best	✓ Best	✓ Best	✓ Up to 10s
HunyuanCustom	⚠ Lower fidelity	⚠ Lower sync	—	✗
HuMo-17B	⚠ Lower fidelity	⚠ Lower sync	—	✗
VACE	⚠ Lower fidelity	—	⚠ Lower adherence	✗
Phantom-14B	⚠ Lower fidelity	—	—	✗
AnchorCrafter	—	—	⚠ Lower adherence	✗

OmniShow vs The Competition

OmniShow vs. The Competition

Most AI video tools generate motion. OmniShow generates interaction — and that difference shows up clearly in a side-by-side.

Capability	OmniShow	HeyGen	Kling 3.0	Runway Gen-4.5	Seedance 2.0
Person holding & using your product	✅ Purpose-built	⚠️ Avatar only	⚠️ General motion	❌ Not addressed	⚠️ General motion
All 4 inputs at once (text · image · audio · pose)	✅ All four	⚠️ 2 of 4	⚠️ 3 of 4 (no pose)	⚠️ 3 of 4 (no pose)	⚠️ 3 of 4 (no pose)
Stable hand & product contact	✅ Frame-locked	⚠️ Avatar hands only	⚠️ Inconsistent	❌ Not addressed	❌ Not addressed
Clip length	✅ Up to 10s	✅ Multi-minute	✅ Up to 15s	⚠️ 2–10s native	✅ Up to 15s
Audio lip-sync	✅ Full body	✅ Full body	✅ 5 languages	⚠️ No native audio	✅ Native audio
Pose / motion control	✅ Full body pose	❌	⚠️ Ref video only	⚠️ Camera only	❌
Product consistency across frames	✅ Locked	⚠️ Varies	⚠️ Varies	⚠️ Varies	⚠️ Varies

How It Works

How OmniShow Works

No video production experience needed. No creative team required. Just a product photo and a few minutes.

Step 1 — Upload Your Reference Images

Drop in your product photo and, optionally, a human model reference image. OmniShow analyzes color accuracy, surface texture, shape geometry, and proportions — and locks them in for every frame of the output. Supports JPG, PNG, WebP. Works with plain product shots, lifestyle images, and 3D renders.

JPGPNGWebP

Step 2 — Set Your Generation Conditions

Add any combination of inputs. OmniShow adapts — one input or all four, no retraining required.

Text — describe the scene, action, or mood in plain language

Audio — upload a voiceover MP3; OmniShow handles the lip-sync

Pose — choose a preset interaction pose or upload your own reference

Step 3 — Generate and Export

OmniShow processes your video in the cloud and delivers a finished clip — no GPU, no software install required. Preview, download, and publish directly to your platform of choice. Generation time varies by complexity and plan.

2–4

min typical

720p

HD output

9:16

portrait ready

Use Cases

Who Uses OmniShow

OmniShow is built for e-commerce sellers, social commerce brands, creators, marketing teams, and AI researchers.

E-Commerce Sellers on Amazon and Shopify

Stop paying for product video shoots. OmniShow turns any product photo into a cinematic demo — ready for your Amazon listing, A+ Content, or brand storefront. Generate at catalog scale, not shot by shot.

TikTok Shop and Social Commerce Brands

TikTok Shop buyers scroll fast. You have 2 seconds. OmniShow generates 9:16 portrait videos that look produced, not generated. Add a voiceover and your model lip-syncs automatically — ready to publish.

Short-Form Video Creators and Marketing Teams

Full control over model motion, product interaction, and character dialogue — without a camera, crew, or set. Define the pose, add your audio, and OmniShow handles the physics of the interaction.

AI Researchers and Developers

OmniShow is fully open-sourced. Access model weights, reproduce HOIVG-Bench results, and build on the framework directly.

OmniShow Reviews

What OmniShow Users Are Saying

4.9/5

from 1,200+ verified users

8,000+

active e-commerce sellers

2M+

videos generated

studios required

★★★★★

"The hand-product interaction in OmniShow clips is the most convincing I've seen from any AI tool. Customers actually comment on how real it looks."

Marcus T.

Founder · Luxury Skincare DTC Brand

★★★★★

"I can define exactly how the model holds our product and OmniShow nails it every time. The pose control is a game-changer for our creative workflow."

David R.

Creative Director · Sporting Goods Brand

★★★★★

"We replaced our entire video production workflow with OmniShow. 10x the content. 20% of the cost. TikTok Shop Top-500 and growing."

Priya L.

Growth Lead · Fashion & Apparel, TikTok Shop Top-500

★★★★★

"We shoot zero footage now. Every SKU gets a demo video in minutes. Our Amazon conversion rate went up 34% in the first month."

James K.

Head of E-Commerce · Home Goods Brand, Amazon Top Seller

★★★★★

"The lip-sync quality with RA2V is remarkable. We produce multilingual spokesperson videos for five markets — all from the same reference photo."

Sofia O.

VP Marketing · Beauty & Wellness, 12 markets

★★★★★

"As a researcher, seeing a production-quality HOIVG pipeline this accessible is genuinely impressive. The benchmark results hold up under scrutiny."

Alex W.

PhD Researcher · Computer Vision Lab

Research-Backed

OmniShow Research — Published April 2026

Built on peer-reviewed research by ByteDance, CUHK, Monash University, and The University of Hong Kong. Open-sourced on GitHub. Independently validated on HOIVG-Bench — the field's first dedicated benchmark for human-object interaction video generation.

ByteDanceCUHKMonash UniversityUniv. of Hong Kong

Read arXiv Paper GitHub Repository 🤗 HOIVG-Bench

FAQ

OmniShow — Frequently Asked Questions

Everything you need to know about OmniShow and human-object interaction video generation.

Read the Paper →

Human-object interaction video generation (HOIVG) is the AI task of producing video in which a person realistically handles or uses a physical object — with stable hand contact, natural grasping, and physically accurate motion. It's a harder problem than general video generation. OmniShow is the first end-to-end framework built and benchmarked specifically for HOIVG.

OmniShow supports four condition types: text prompts, reference images, audio tracks, and pose sequences. You can use any single input or combine all four in one generation pass. OmniShow is the only AI video platform that handles all four modalities simultaneously without retraining.

OmniShow natively generates continuous clips up to 10 seconds per generation. Long shots are produced in a single pass — no stitching, no frame-join artifacts. That's meaningfully longer than most short-clip AI video models, and enough to capture a complete product demo arc.

OmniShow is purpose-built for human-object interaction video, while HeyGen focuses on talking-head avatar lip-sync. OmniShow supports all four input modalities simultaneously, handles stable product-hand contact, and is the only platform validated on HOIVG-Bench. For product demo and HOI video, OmniShow is the purpose-built choice.

Yes. OmniShow locks in your product's exact color, texture, size, and shape from the first frame to the last — no visual drift, no color shift. Identity preservation applies to both the product and the human model across the full clip.

Yes. OmniShow is built on peer-reviewed research published April 2026 by researchers from ByteDance, The Chinese University of Hong Kong, Monash University, and The University of Hong Kong. The model is open-sourced on GitHub and independently benchmarked on HOIVG-Bench. Read the OmniShow paper →

OmniShow is built for e-commerce sellers, content creators, marketing teams, and AI researchers who need high-quality human-object interaction video. It's used for Amazon product listings, TikTok Shop demos, short-form social content, and academic research into HOIVG.

Yes. Upload one portrait image and an audio track, and OmniShow produces a talking or singing avatar with accurate lip-sync, natural facial expression, and stable identity throughout. Audio alignment covers pitch, pace, and natural pausing — more reliably than HunyuanCustom and HuMo-17B in head-to-head tests.

OmniShow offers plans for individual creators, growing teams, and enterprise accounts with high-volume needs.

OmniShow — Human-ObjectInteraction Video Generation

What Is OmniShow?

Reference-to-Video (R2V) — AI Product Video from Photos

Reference + Audio-to-Video (RA2V) — AI Lip Sync Video Generator

Reference + Pose-to-Video (RP2V) — Pose-Controlled AI Video

Reference + Audio + Pose-to-Video (RAP2V) — Full Control, One Pass

Up to 10 Seconds — One Continuous Clip

Natural Hand-Object Contact

Consistent Character Throughout

Talking Avatar from One Photo

OmniShow vs. Baseline Models

Step 1 — Upload Your Reference Images

Step 2 — Set Your Generation Conditions

Step 3 — Generate and Export

E-Commerce Sellers on Amazon and Shopify

TikTok Shop and Social Commerce Brands

Short-Form Video Creators and Marketing Teams

AI Researchers and Developers

OmniShow Research — Published April 2026

OmniShow — Frequently Asked Questions

OmniShow — Human-Object
Interaction Video Generation