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Description
HunyuanCustom is an advanced framework for generating customized videos across multiple modalities, focusing on maintaining subject consistency while accommodating conditions related to images, audio, video, and text. This framework builds on HunyuanVideo and incorporates a text-image fusion module inspired by LLaVA to improve multi-modal comprehension, as well as an image ID enhancement module that utilizes temporal concatenation to strengthen identity features throughout frames. Additionally, it introduces specific condition injection mechanisms tailored for audio and video generation, along with an AudioNet module that achieves hierarchical alignment through spatial cross-attention, complemented by a video-driven injection module that merges latent-compressed conditional video via a patchify-based feature-alignment network. Comprehensive tests conducted in both single- and multi-subject scenarios reveal that HunyuanCustom significantly surpasses leading open and closed-source methodologies when it comes to ID consistency, realism, and the alignment between text and video, showcasing its robust capabilities. This innovative approach marks a significant advancement in the field of video generation, potentially paving the way for more refined multimedia applications in the future.
Description
Kling 4.0 is a generative AI video model that combines video generation, multimodal references, audio, storytelling controls, and video editing within a unified creative system. The model supports text-to-video and image-to-video generation along with first and last frames, Omni Reference, and multi-keyframe workflows. Creators can generate videos between 3 and 30 seconds long and define as many as 10 keyframes to control character states, scene changes, and important narrative moments. Output options include 720p, 1080p, and 4K resolutions as well as aspect ratios ranging from 21:9 ultrawide to vertical 9:16. Its Omni Reference system can incorporate up to 15 reference assets using combinations of images, videos, voice references, and defined subjects. Image references can guide characters, layouts, styles, graphics, composition, and story beats, while video references can provide direction for performances, actions, camera movements, and pacing. Kling 4.0 also improves dynamic motion, camera direction, stereo audio, lip synchronization, multilingual speech, and text generation for more complete audiovisual productions. Editing tools enable targeted changes to expressions, body movements, camera positions, backgrounds, visual styles, and other elements without requiring the entire scene to be recreated. Kling AI is also introducing Kling 4.0 Flash as a faster option for frequent generation, with support for text-to-video, image-to-video, Omni Reference, 3- to 20-second clips, and 720p output.
API Access
Has API
No
API Access
Has API
Yes
Screenshots View All
No images available
Integrations
Anyvids
No
CUDA
Yes
ClipTrend.ai
No
Epochal
No
Higgsfield Soul 2.0
No
Hugging Face
Yes
HunyuanVideo
Yes
Kling AI
No
Loova AI
No
Medeo
No
Integrations
Anyvids
Yes
CUDA
No
ClipTrend.ai
Yes
Epochal
Yes
Higgsfield Soul 2.0
Yes
Hugging Face
No
HunyuanVideo
No
Kling AI
Yes
Loova AI
Yes
Medeo
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Deployment
Web-Based
No
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
Yes
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Tencent
Founded
1998
Country
China
Website
hunyuancustom.github.io
Vendor Details
Company Name
Kuaishou Technology
Founded
2011
Country
China
Website
klingai.com