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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
The Observer XT stands out as the most comprehensive software available for conducting behavioral research. It aids researchers in coding behaviors along a timeline, dissecting sequences of events, and seamlessly incorporating various data types within a fully equipped laboratory setting. Acting as the central hub of your research environment, The Observer XT allows for precise coding of behaviors from one or several videos, while also including audio and integrating data types like eye tracking and emotional responses to provide a holistic view of your findings. The ability to visualize and analyze results collectively is crucial, particularly when exploring time relationships, and this software excels in that area. Designed for optimal performance, The Observer XT facilitates the synchronous playback of multiple modalities, including video, screen recordings, location tracking, physiological data, eye tracking, and facial expressions, ensuring that all relevant information is harmoniously aligned for in-depth analysis. With its robust features, it empowers researchers to delve deeper into behavioral patterns and outcomes, making it an indispensable tool for any lab focused on behavioral studies.
API Access
Has API
API Access
Has API
Integrations
CUDA
Hugging Face
Hunyuan T1
HunyuanVideo
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Tencent
Founded
1998
Country
China
Website
hunyuancustom.github.io
Vendor Details
Company Name
Noldus Information Technology
Country
Netherlands
Website
www.noldus.com/observer-xt
