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AI Video Capabilities Matrix

Industry-leading processing and ultra-high performance deliver unrivaled video quality enhancement, with millisecond-level low latency for an exceptional viewing experience.

Super-Resolution for Higher Precision

AI-driven real-time video super-resolution with intelligent detail restoration—elevate your live streams and video calls to crystal-clear visual perfection.
Precision Enhancement Precision Enhancement
High-precision super-resolution in noisy environments.
High-precision super-resolution in noisy environments.
Multi-Fold Upscaling Multi-Fold Upscaling
Supports arbitrary scaling with lossless quality enhancement.
Supports arbitrary scaling with lossless quality enhancement.
Lightweight Model Lightweight Model
Ultra-lightweight model, 10ms per frame super-resolution on mobile.
Ultra-lightweight model, 10ms per frame super-resolution on mobile.

Color Enhancement for Vivid & Transparent Images

Real-time brightening of dull colors, with natural skin tone preservation and true-to-life color restoration.
Color Revitalization Color Revitalization
Auto-brightens dull colors for vivid, lifelike visuals.
Auto-brightens dull colors for vivid, lifelike visuals.
Natural Skin Tones Natural Skin Tones
Intelligently identifies facial regions for natural skin tones.
Intelligently identifies facial regions for natural skin tones.
Real-Time Across All Platforms Real-Time All Platforms
Optimized algorithms for millisecond-level frame rendering.
Optimized algorithms for millisecond-level frame rendering.

Low-Light Enhancement for Natural Brightening

Low-light enhancement technology delivers real-time bright, natural visuals from dim, blurry footage, restoring shadow details.
Regional Brightening Regional Brightening
Frame-by-frame pixel classification for precise brightening.
Frame-by-frame pixel classification for precise brightening.
High Stability High Stability
Glare-free in dark/bright light, adaptive to complex environments.
Glare-free in dark/bright light, adaptive to complex environments.
Lightweight Algorithm Lightweight Algorithm
High performance, ultra-low power consumption, <10ms per frame.
High performance, ultra-low power consumption, <10ms per frame.

Video Noise Reduction for Delicate & Natural Footage

Real-time intelligent noise detection and elimination for sharp, natural visuals, ensuring crystal clarity in every frame.
Precise Noise Reduction Precise Noise Reduction
Noise detection and elimination, with original detail preservation.
Noise detection and elimination, with original detail preservation.
Low-Light Brightening Low-Light Brightening
Low-light enhancement with noise suppression post-brightening.
Low-light enhancement with noise suppression post-brightening.
Superior Effect & Performance Superior Effect & Performance
Supports all platforms, with real-time effects and performance leading the competition.
Supports all platforms, with real-time effects and performance leading the competition.

Subject Segmentation for Precise Matting

Uses deep learning to accurately segment human subjects from original videos with pixel-perfect edge details.
Real-Scene Matting Real-Scene Matting
Precise human matting with preserved pose integrity.
Precise human matting with preserved pose integrity.
Matting Anti-Shake Matting Anti-Shake
Eliminates video matting jitter for stable, smooth output.
Eliminates video matting jitter for stable, smooth output.
Real-Time Across All Platforms Real-Time All Platforms
Ultra-lightweight model, high performance, low consumption, millisecond-level across all platforms.
Ultra-lightweight model, high performance, low consumption, millisecond-level across all platforms.

AI Audio Capabilities Matrix

Powered by robust algorithms, it enables deep sound deconstruction and reconstruction, fully preserving the rich tonal nuances and speech prosody of the original audio.

Real-Time AI Voice Changing for Natural & Vivid Effects

Real-time timbre conversion with preserved original tonal prosody, delivering natural and vivid AI voice transformation.
Original Voice
Young Male Voice
High-Fidelity Restoration
Preserves original tone for more natural voice transformation.
Preserves original tone for more natural voice transformation.
On-Device Voice Changing
On-device real-time voice transformation, <300ms latency.
On-device real-time voice transformation, <300ms latency.
Cloud-Based Voice Changing
Cloud-based audio optimization for efficient task execution.
Cloud-based audio optimization for efficient task execution.

Voice Cloning for Authentic Results

Rapid sound feature capture, voice clone generation in seconds, with near-identical output.
Original Voice
Cloned Voice
Natural Timbre Replication
Precise replication of timbre and intonation for near-identical results.
Precise replication of timbre and intonation for near-identical results.
Instant Cloning
High-fidelity cloning achievable with as little as 5 seconds of audio.
High-fidelity cloning achievable with as little as 5 seconds of audio.
Long Text Input
Unlimited text length for synthesis, suitable for all long-text scenarios.
Unlimited text length for synthesis, suitable for all long-text scenarios.

A Wide Range of Application Scenarios

A Wide Range of Application Scenarios

Video Live Streaming
Online Education
Content Creation & Social Media
Surveillance & Dashcams
E-Commerce & Customer Service
Video Live Streaming
ZEGOCLOUD’s four core algorithms deliver real-time enhancement, color boost, light compensation and denoising to elevate live streaming experiences.
ZEGOCLOUD’s four core algorithms deliver real-time enhancement, color boost, light compensation and denoising to elevate live streaming experiences.

Super-Resolution

Real-time quality enhancement for blurry streams, delivering crystal-clear live content.

Color Enhancement

Automatically boosts color brightness in real time to elevate interactive experiences.

Low-Light Enhancement

Clear facial details are rendered even in low light for confident self-presentation.

Video Noise Reduction

Real-time denoising for clearer visuals in poor environments or with inadequate devices.

Online Education
ZEGOCLOUD’s two core algorithms precisely address these pain points to fully optimize teaching effectiveness.
ZEGOCLOUD’s two core algorithms precisely address these pain points to fully optimize teaching effectiveness.

Super-Resolution

On-device real-time video clarity enhancement ensures sharp visuals and better user experience in education, despite bandwidth or device constraints.

Subject Segmentation

Subject segmentation enables real-time integration of speakers and content, making courses more engaging and presentations more intuitive.

Content Creation & Social Media
ZEGOCLOUD’s color enhancement, video denoising, AI voice changing and voice cloning enrich expression, boost creation efficiency and power content.
ZEGOCLOUD’s color enhancement, video denoising, AI voice changing and voice cloning enrich expression, boost creation efficiency and power content.

AI Voice Changing

Personalized dubbing options boost creation efficiency and flexibility.

Video Noise Reduction

Rapid material processing, efficient denoising, and enhanced video texture.

Color Enhancement

AI auto-corrects exposure, boosts contrast and saturation, and refines video color texture.

Voice Cloning

Multiple voice changing options enable one-person multi-role dubbing to enhance video expression.

Surveillance & Dashcams
ZEGOCLOUD’s low-light enhancement and video denoising deliver sharp, pure visuals.
ZEGOCLOUD’s low-light enhancement and video denoising deliver sharp, pure visuals.

Low-Light Enhancement

Converts dim footage to high-brightness visuals, providing strong evidentiary support for case and accident investigations.

Video Noise Reduction

Intelligently suppresses noise from brightness enhancement, delivering clearer, purer video in extreme low-light conditions.

E-Commerce & Customer Service
ZEGOCLOUD empowers e-commerce virtual streamers for 24/7 sales and AI customer service for human-like communication.
ZEGOCLOUD empowers e-commerce virtual streamers for 24/7 sales and AI customer service for human-like communication.

Subject Segmentation

Subject segmentation enables seamless integration of streamers, products, and backgrounds, boosting e-commerce live conversion rates.

Voice Cloning

Create a custom voice for virtual streamers, with real-time responses to enhance interactive experiences.

Equip AI customer service with realistic voices to enhance communication affinity.

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